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Tech

Tech Articles from a wide variety of topics and categories
As AI coding assistants accelerate software development, one OWASP-backed open-source project is arguing that dependency security tooling still arrives too late to be truly useful.
CVE Lite CLI, a JavaScript and TypeScript dependency vulnerability scanner focused on local lockfile analysis, is positioning itself around a simple idea. Developers should see dependency risks while they are still writing code, not hours later inside a failing CI pipeline.
“What developers are missing is early feedback at the point where the dependency decision is made,” Sonu Kapoor, creator and maintainer of the project, told CSO. According to Kapoor, traditional CI-centric workflows often disconnect developers from the dependency choices that introduced risk in the first place.
CVE Lite CLI scans npm, pnpm, and Yarn lockfiles using OSV vulnerability data and claims to focus heavily on remediation guidance, including separating direct and transitive vulnerabilities, validating upgrade targets, and recommending actionable fix paths.
The project is being pitched as a “local-first” developer tool, as opposed to a replacement for enterprise software composition analysis (SCA) platforms, much like how developers already use ESLint or unit tests locally before CI runs them again later.
CVE Lite CLI targets an overlooked pain point
CVE Lite CLI is essentially trying to solve a workflow problem, Kapoor says many developers quietly struggle with. Dependency security checks often arrive after the work is already done.
“I integrated CVE Lite CLI into HexOps because it solves a very practical problem in JavaScript security: developers do not just need a list of vulnerable packages, they need to understand what introduced them, whether the issue is direct or transitive, and what version actually resolves it,” said Aaron Lamb, founder of Hexaxia Labs. “CVE Lite gave HexOps a local, lockfile-based source of truth for dependency remediation, which made it a natural fit for the security workflow we are building.”
CVE Lite CLI scans JavaScript and TypeScript lockfiles locally across npm, pnpm, and Yarn projects, so developers can understand dependency risk while they are still coding, not later in response to a failing CI pipeline.
Instead of just focusing on detection, the tool claims to look into subsequent questions like whether the issue is direct or transitive, whether there is a clean upgrade path, or whether upgrading one package actually removes the vulnerable dependency.
“In one real case, CVE Lite CLI skipped 27 package versions before finding a safer version to recommend,” Kapoor said, explaining the granularity of the tool. “That is the kind of work developers should not have to do manually by reading logs and retrying upgrades one by one.”
Kapoor said the tool can be configured for JSON, SARIF, or HTML outputs and can also be integrated into CI workflows as a GitHub Action.
AI could be making things worse
The argument arrives as software supply chain security continues to collide with AI-assisted development practices that allow developers to generate code, integrate packages, and restructure projects much faster than before.
Kapoor said this velocity changes the nature of dependency risk itself. “AI coding assistants have made this more important, not less,” he said. “That speed is useful, but it also means dependency decisions can happen quickly and sometimes without the same level of manual review. I do not think AI assistants remove the need for security checks.”
On the contrary, they increase the need for fast, local, explainable checks that can be run while the work is happening, he added.
One cited example involved scans against lint-staged, a widely used JavaScript tooling package. According to Kapoor, a standard “npm audit –omit=dev” workflow failed to surface a production dependency issue that CVE Lite CLI later identified through lockfile analysis. “Honestly, I don’t think most developers understand those blind spots in detail, and I do not mean that as criticism of developers,” he said. “The dependency graph in a modern JavaScript project is extremely noisy.”
A developer meaning to install one direct dependency may end up with hundreds or thousands of transitive packages.
CVE Lite CLI isn’t falling for AI
The project also deliberately avoids turning itself into a broader AppSec platform, despite growing industry pressure to consolidate security tooling into an AI-enabled ecosystem.
“I do think security tooling has become too heavy for the day-to-day developer workflow,” Kapoor said. “That does not mean those platforms are bad. It means they often serve security organizations better than they serve the individual developer trying to make a safe dependency decision during a normal coding session.”
This philosophy also extends to the project’s approach toward AI itself. While CVE Lite CLI includes integrations that help AI coding assistants interpret scan results, Kapoor said the underlying vulnerability analysis intentionally remains deterministic.
“I do not think AI should decide whether a CVE exists,” he said. “That part needs to be boring, repeatable, and auditable.”
Instead, the project uses AI as what the founder described as an “explanation and workflow layer” around scan results rather than as the scanner itself. “CVE Lite CLI includes AI assistant skills that teach tools like Claude Code, Codex CLI, Gemini CLI, Cursor, and GitHub Copilot how to run CVE Lite CLI, read its structured output, and help the developer understand or prioritize the remediation plan,” Kapoor explained.
Caution around expansion
Kapoor said he has been receiving positive feedback from the companies and developers using CVE Lite CLI in real workflows, asking him whether the same approach could support .NET or Python ecosystems.
“What stood out to me most is its practical workflow impact; it provides developers with dependency-risk feedback early in the process, before findings become CI or release blockers,” said Anupam Nandan, senior manager for cybersecurity at EY. “Additionally, it makes results much easier to act on by clearly distinguishing between direct and transitive risks and providing specific remediation guidance. This is critical because security findings only create value when teams can truly understand them and move efficiently toward a fix.”
According to Kapoor, developer feedback highlights that the local-first, remediation-oriented model is resonating beyond the original JavaScript and TypeScript use case. “But I am cautious about expanding the current tool too broadly.”
The explanation he gave was simple. Each ecosystem, he believes, has its own package manager behavior, lockfile format, dependency graph semantics, advisory sources, and remediation patterns. “Adding those directly into CVE Lite CLI could make the tool heavier and less clear for the JavaScript and TypeScript developers it was originally designed to help.” The project has now been adopted into the OWASP foundation ecosystem as an official OWASP project and is available for free to developers on GitHub.
View the full article
Ask a cybersecurity pro about Network Detection and Response (NDR) and you might still hear "Noisy," "Too much data." But ask the teams running NDR that includes agentic AI capabilities and you'll hear they're actually using it to catch threats earlier, triage faster, and chase fewer false positives. The old complaint lingers in part because reputations are sticky, and because NDR has evolvedView the full article
Introduction
In the current landscape of software engineering, the pressure to deliver high-quality code at an unprecedented speed is constant. As systems grow more complex, the distance between writing code and running it in production has created significant friction. Traditionally, development teams focused on feature velocity while operations teams prioritized stability, creating isolated silos that often led to bottlenecks, finger-pointing, and delayed releases.
To bridge this gap, organizations are adopting a culture of shared responsibility. This is where DevOps team collaboration becomes the cornerstone of successful modern engineering. By aligning goals, automating repetitive tasks, and fostering transparent communication, teams can transform their delivery process from a disjointed struggle into a cohesive, high-velocity engine.
Whether you are looking to refine your current workflows or are just starting your journey, resources at DevOpsSchool provide essential insights into mastering these practices. Effective collaboration is not just about tools; it is about how people work together to solve technical challenges. In this guide, we will explore the tangible ways DevOps fosters teamwork and why this approach is essential for any modern technology organization.
What Is DevOps Team Collaboration?
At its core, DevOps team collaboration is the practice of breaking down the artificial barriers between different technical groups. It is the transition from a “throw it over the wall” mentality to a culture of collective ownership. When a team embraces this, developers, operations personnel, security experts, and QA engineers stop functioning as separate entities. Instead, they operate as a unified, cross-functional unit.
Collaboration in DevOps is built on three pillars:
Shared Ownership: Every member of the team is responsible for the health of the application, from the first line of code to the final deployment. Constant Feedback: Information flows freely between teams, ensuring that issues are caught early and addressed collectively. Unified Goals: The focus shifts from individual metrics (like “code committed”) to team outcomes (like “system uptime” and “user satisfaction”). For a beginner, think of it as moving from playing an individual sport to being part of a well-oiled relay team. Everyone knows their role, but the goal is to get the baton across the finish line safely and efficiently.
Why Collaboration Matters in Modern Software Delivery
Software delivery is no longer just about writing code; it is about managing an ecosystem. Without strong collaboration, even the most talented engineers can struggle to overcome the friction of manual handoffs and conflicting priorities.
Key benefits include:
Faster Issue Resolution: When developers have visibility into production monitoring and operations teams understand the application architecture, troubleshooting becomes a team effort rather than a frantic scavenger hunt. Improved Deployment Reliability: Collaboration ensures that the environment in which code is written is the same as where it is deployed, reducing “it works on my machine” syndromes. Reduced Operational Friction: By communicating early about changes, teams avoid the stress of midnight deployments and the chaos of unexpected system outages. Traditional Team Silos Before DevOps
Before the widespread adoption of DevOps, the standard operational model was defined by “silos.” In this environment, development teams were incentivized to release new features as quickly as possible. Conversely, operations teams were incentivized to keep the system stable and were often punished for any downtime.
Typical Pain Points:
The Blame Culture: When an incident occurred in production, the immediate reaction was to determine which team was at fault. Manual Handoffs: Developers would finish their work and submit a ticket to the operations team to deploy it. This created a queue and often led to misconfigurations. Delayed Feedback: If a security flaw or a performance issue was discovered in production, it took weeks or months for that information to travel back to the development team. This separation hindered progress and turned the software development lifecycle (SDLC) into a stop-and-go process.
How DevOps Breaks Team Silos
DevOps actively dismantling these walls by restructuring how teams interact. It replaces manual, gate-kept processes with transparent, automated workflows.
Strategic Changes Include:
Shared Responsibilities: Operations teams now assist in the design phase, while developers are encouraged to understand the production infrastructure. Unified Communication: By using shared platforms, everyone has visibility into the current state of the application and the pipeline. Transparency: Every change, deployment, and incident is logged in a system accessible to all, removing the mystery of “what happened.” Role of Automation in Team Collaboration
Automation is the engine that drives DevOps collaboration. It removes the human element from repetitive, error-prone tasks, freeing up engineers to focus on higher-level problem solving.
Core Automation Areas:
CI/CD Pipelines: Tools like Jenkins, GitHub Actions, and GitLab CI/CD ensure that code is tested, built, and deployed consistently. This means no one is wondering if the current deployment package is “the right one.” Infrastructure Automation: With tools like Terraform, teams define their environment as code. This allows everyone to see exactly how the infrastructure is configured, eliminating manual configuration drift. Automated Testing: By running unit and integration tests automatically, teams get immediate feedback on whether their code is ready for the next stage, fostering a culture of high quality. CI/CD Pipelines and Collaborative Workflows
A CI/CD pipeline acts as the central meeting point for different teams. It is a shared “source of truth.” When a developer pushes code to a shared repository, the pipeline triggers a series of automated steps.
Collaborative Workflow Example:
Code Commit: Developer writes code. Automated Build: The CI tool compiles the code. Automated Test: The pipeline runs unit tests. If they fail, the developer is notified instantly. Security Scan: Automated tools check for vulnerabilities. Deployment: The code is deployed to a staging environment where QA can verify it. This pipeline provides a visual status that everyone on the team can monitor, ensuring transparency at every step.
Shared Monitoring and Observability
In a collaborative DevOps environment, monitoring is not just for the operations team. Using tools like Prometheus, Grafana, the ELK Stack, or Datadog, teams gain shared operational visibility.
When an alert fires, the entire team sees the same data. This eliminates the need for one team to “translate” the problem for another. They can look at the same dashboards to understand the performance of the system, making root-cause analysis faster and more accurate.
DevSecOps and Collaborative Security Practices
Security should never be an afterthought. DevSecOps integrates security into the very beginning of the development process. Instead of having a security team run a manual audit at the end of the project, automated security checks are embedded directly into the CI/CD pipeline.
By treating security as a shared responsibility, developers become more aware of secure coding practices, and security teams become partners in the development lifecycle rather than roadblocks.
Infrastructure as Code and Team Collaboration
Infrastructure as Code (IaC) is one of the most powerful tools for collaboration. Tools like Terraform, Ansible, and CloudFormation allow infrastructure to be treated exactly like application code.
Because it is version-controlled, any team member can propose changes via a Pull Request. This allows for peer reviews of infrastructure changes, ensuring that everyone is aware of the modifications and that best practices are maintained.
Kubernetes and Cloud-Native Collaboration
Kubernetes has become the standard for managing containerized applications, and it inherently encourages collaboration through its declarative nature.
With Kubernetes, developers and operations teams agree on a manifest file that describes the desired state of the application. The cluster automatically works to maintain that state. This creates a shared language between those writing the code and those maintaining the infrastructure.
Agile and DevOps Collaboration
Agile and DevOps are natural partners. While Agile focuses on how teams plan and organize work, DevOps focuses on how that work is delivered and operated. Integrating them involves:
Sprint Collaboration: Operations teams participate in sprint planning to ensure that operational requirements are accounted for from the start. Continuous Feedback Loops: Retrospectives become a space to discuss not just project progress, but also improvements to the deployment pipeline and operational stability. Real-World Example of Collaborative DevOps Workflow
Imagine an e-commerce platform updating its checkout service:
Planning: Development and Operations discuss the impact of the new feature on system resources. Development: Developers commit code using a feature branch. Automation: The CI/CD pipeline runs unit tests, integration tests, and security scans automatically. Review: QA and Security engineers review the test reports directly in the shared repository. Deployment: Using IaC, the environment is provisioned, and the update is deployed to a staging environment. Monitoring: Once in production, all teams monitor key metrics via a shared Grafana dashboard. Optimization: Based on real-time feedback, the teams meet to discuss further performance improvements. Benefits of DevOps Team Collaboration
Increased Productivity: Automation reduces the time spent on manual toil. Faster Time-to-Market: Efficient workflows mean features reach customers sooner. Higher Quality: Automated testing ensures that errors are caught early. Improved Employee Satisfaction: Teams feel more empowered and less burdened by manual, repetitive tasks. Common Collaboration Challenges in DevOps
ChallengeSolutionResistance to ChangeFocus on small wins and demonstrate value through data.Tool ComplexityAdopt tools that integrate well and provide clear documentation.Lack of CommunicationImplement daily stand-ups and transparent, shared dashboards.Skill GapsInvest in training and promote a culture of shared learning. Best Practices for Improving DevOps Team Collaboration
Cultivate a “No-Blame” Post-Mortem Culture: Focus on learning from failures rather than assigning blame. Standardize Tooling: Use a common set of tools that everyone can access and understand. Prioritize Documentation: Keep infrastructure and process documentation up to date. Foster Cross-Training: Encourage team members to learn skills outside their primary domain. DevOps Collaboration vs Traditional IT Collaboration
FeatureTraditional IT TeamsDevOps CollaborationCommunicationSiloed and ticket-basedOpen and continuousDeployment OwnershipOperations onlyShared responsibilityAutomationMinimal or fragmentedHigh and integratedMonitoringReactive and limitedProactive and observableFeedback CyclesSlow and infrequentFast and continuousSecurity InvolvementEnd-of-cycle auditIntegrated throughoutScalabilityManual and slowAutomated and dynamic Popular Tools Supporting DevOps Collaboration
ToolPurposeTeam UsageDifficultyGit/GitHubVersion ControlAll teamsEasyJenkins/GitLabCI/CDDevelopers/OpsModerateSlack/TeamsCommunicationAll teamsEasyPrometheusMonitoringOperations/DevModerateTerraformIaCOps/PlatformHighSonarQubeSecurityDev/SecurityModerate Industries Benefiting from DevOps Team Collaboration
Banking & Finance: Benefits from high compliance and security standards through automated audits. Healthcare: Benefits from high availability and reliable data management. E-Commerce: Benefits from rapid release cycles to match market trends. SaaS Platforms: Benefits from continuous delivery and rapid scaling. Career Opportunities Related to DevOps Collaboration
The rise of DevOps has created a high demand for professionals who understand both technical automation and collaborative culture. Key roles include:
DevOps Engineer: Focuses on bridging development and operations through automation. Platform Engineer: Builds the internal tools that make collaboration easy for other developers. SRE (Site Reliability Engineer): Applies software engineering principles to infrastructure and operations. DevSecOps Engineer: Specializes in securing the entire software delivery pipeline. Certifications & Learning Paths
CertificationBest ForSkill LevelFocus AreaCKA (Kubernetes)Cloud EngineersIntermediateContainer OrchestrationAWS/Azure CertsCloud ArchitectsBeginner/IntCloud InfrastructureDevOps ProfessionalAll Team MembersAdvancedEnd-to-End DevOps To build these skills effectively, look for structured guidance through the DevOpsSchool ecosystem, which offers practical training paths for these technologies.
Common Beginner Mistakes
Tool Obsession: Focusing on learning specific tools before understanding the collaborative philosophy. Ignoring Fundamentals: Skipping Linux, networking, or scripting basics. Avoiding Team Interaction: Working in isolation, which is the antithesis of DevOps. Poor Monitoring: Building great pipelines but failing to observe what happens after deployment. Future of DevOps Collaboration
The future of collaboration lies in AI-assisted operations and Platform Engineering. As systems become more autonomous, the role of the human engineer is shifting toward designing better collaborative systems and managing automated intelligence. GitOps—managing infrastructure through version control—will continue to deepen the collaboration between developers and operators.
FAQs
What is DevOps team collaboration? It is a practice of breaking down silos to ensure development, operations, and other teams work together with shared responsibility. Why is collaboration important in DevOps? It leads to faster deployments, fewer errors, and a more stable environment. How does DevOps improve communication? By providing shared tools, transparent processes, and frequent feedback loops. What role does automation play in collaboration? It removes manual handoffs and provides a shared, consistent workflow for everyone. Is DevSecOps part of collaboration? Yes, it integrates security into the team’s shared responsibilities. Why is monitoring important for teams? It provides a shared view of system health, allowing for faster incident resolution. Which tools improve DevOps collaboration? Version control systems, CI/CD platforms, and shared dashboards. Is DevOps a good career path? Yes, it is highly in demand and offers significant growth potential for those who master both technical and soft skills. How do I start collaborating? Begin by understanding your team’s current bottlenecks and suggesting small, automated solutions. Do I need to be a developer? No, DevOps is about cross-functional skills, making it suitable for both developers and operations engineers. How does Infrastructure as Code help? It allows infrastructure changes to be reviewed and managed by the whole team. What is a “no-blame” culture? It is a environment where focus is on fixing systemic issues rather than blaming individuals. Can small teams use DevOps? Yes, the principles of automation and shared responsibility are scalable to teams of any size. How do I learn more? Explore DevOpsSchool for resources and training paths. Is DevOps a destination? No, it is a journey of continuous improvement and learning. Final Thoughts
DevOps is ultimately about people. While the tools—the pipelines, the monitoring dashboards, and the cloud infrastructure—are impressive, they are only as effective as the culture that supports them. As an engineering mentor, I have seen many organizations fail not because their technology was lacking, but because their teams remained isolated.
The real power of DevOps lies in the shift toward collective ownership and open communication. It is about understanding that when we share the responsibility for our software, we inevitably build better, more resilient systems. Focus on continuous learning, embrace automation, and always prioritize the health of the entire delivery lifecycle over individual tasks. Success in the modern era requires a commitment to being a team player as much as being a skilled engineer.
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If you were hit by ransomware tomorrow, would you pay to get your data back? That’s what more than half of CISOs in a recent survey said their organization would do.
It’s a situation more companies are going to face in future. “Attacks are increasing and continuing to increase,” said Christy Wyatt, CEO of security vendor Absolute Software, which commissioned the survey. “Companies are better prepared to deal with them: Some of the training is paying off and AI is helping. But remember that attackers have all the tools that defenders have.”
In the survey of 750 CISOs in the US and UK, 58% said their organization would be willing to pay to end a ransomware incident.
This flies in the face of advice from the authorities in both countries. “It is the UK government’s long-standing position, alongside law enforcement partners, that it does not encourage, endorse nor condone the payment of ransom demands,” said a spokeswoman for the UK National Cyber Security Centre.
The FBI, too, warns not to give in to ransomware demands, noting that paying only encourages the perpetrators to attack others.
Another reasons law enforcers advise enterprises not to pay is that there is no guarantee they will get their data back if they do.
Given the risks, and the disapproval of law enforcement, how many of those CISOs who say they are willing to pay would do so if it came to the crunch?
It’s hard to get firm statistics because of the perceived stigma, but the evidence suggests a significant number do so.
Among those companies hit by ransomware, 37% paid the ransom, according to an IDC survey last year, but IDC research director for security services David Clemente suspects the proportion is higher. “I’m sure that there are many more who have paid it but don’t want to be open about it,” he said.
That wasn’t the end of things for all who paid the ransom, though: about 5% of them found that “the decryption was incomplete,” according to IDC.
A late 2025 survey from insurance provider Hiscox found that only 60% of SMEs that paid a ransom successfully recovered all or part of their data as a result.
Absolute’s Wyatt warned, “You may get your data back, you may not.” And if you do get your data back, that doesn’t mean you’re the only one who has it: “We have heard instances of companies paying up and finding that their credentials are being shared,” she said.
So, does that mean enterprises shouldn’t pay the ransom?
IDC looked at that and found that companies that had planned for such attacks would be able to resist — but with ill effects. About 29 percent of companies were able to recover encrypted files from backup,” said Clemente. “However, 33% of companies that didn’t pay, found that they could not recover anything.”
UK retailer M&S didn’t pay up when it was hit by ransomware in April 2025, disrupting internal logistics systems and forcing it to close its online store for months. It estimated the cost of the incident at $400 million in lost operating profit.
The ransomware payment dilemma remains an issue for CISOs, but the lesson M&S may point to is that, if a ransomware attack happens, your best bet may be to pay the ransom unless you have confidence in the quality and robustness of your backup. Government and law enforcement may not like it, but they won’t be the ones facing the wrath of shareholders.

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Reports and rumors suggest the next MacBook Pro that Apple will release might not be a ‌MacBook Pro‌ at all. It could actually be something altogether new and more exciting – a "MacBook Ultra" – positioned above the Pro as Apple's top-tier laptop, suggesting that the current M5 Pro and M5 Max models will remain on sale when it launches.


The MacBook would be just the latest Apple product to carry the Ultra name, which already spans the Apple Watch Ultra and CarPlay Ultra (not forgetting Apple's top-end Ultra-designated silicon chips). This is likely to bring a markedly higher price point for the new machines. It fits into a broader trend at Apple, where the company is seeking to offer more models at more price points, such as the new MacBook Neo at an unprecedented $599 price point.

Below, we've listed the features we are expecting in the MacBook Ultra, which is likely to go on sale either later this year or in early 2027. As things stand, the latter time frame is now looking more likely, owing to the global memory chip shortage.

OLED Display

Bloomberg's Mark Gurman and analyst Ming-Chi Kuo say Apple is readying OLED technology for these models, and industry reports corroborate their claims. Samsung Display is said to be making the panels, and the supplier has invested heavily in an 8.6-generation OLED production line in South Korea. The line recently reached a key milestone for mass production.

The MacBook Pro will utilize hybrid OLED technology, similar to that used in Apple's latest iPad Pro. This display technology combines a glass substrate with thin-film encapsulation, offering improved brightness, contrast, and power efficiency compared to current MacBook Pro models, which use LCD displays with mini-LED backlighting.

Touch Screen

The new ‌MacBook Pro‌ is expected to become the first Mac to support touch input directly on the display. It's a notable shift from Apple's longstanding position against bringing touchscreen functionality to the Mac.

Apple previously experimented with touch controls through the OLED Touch Bar on earlier ‌MacBook Pro‌ models, but the feature was ultimately discontinued following a lukewarm reception. Rather than positioning the ‌MacBook Pro‌ as a touch-centric device like the ‌iPad‌, Apple is reportedly planning to let users move seamlessly between touch and traditional trackpad or mouse input across the system.

This will require updates to macOS to make it more touch friendly, and users will reportedly be able to tap or click on-screen elements, and controls will change based on input method. If a user taps on a menu bar item, for example, it will display a larger set of controls optimized for touch.

Thinner Design

Gurman has reported that Apple is working to make the OLED MacBook Pro significantly thinner, as part of the company's plan to create "the thinnest and lightest products in their categories across the whole tech industry." (Think the latest iPad Pro and iPad Air – two of the thinnest devices the company has ever made.) Indeed, the reporter has said there's a good chance that the next MacBook Pro model will represent a "true overhaul" for the laptop, thanks to the combination of the OLED display and thinner design.

Notably, the MacBook Pro got thicker and heavier with its most recent redesign in 2021. A major highlight was the reintroduction of several ports that were removed in previous iterations in favor of chassis thinness. How Apple will make its redesigned MacBook Pro thinner without removing the functionality it reintroduced fairly recently is the big question.

Dynamic Island

Apple's highly anticipated OLED MacBook Pro could ditch the current notch for a display cutout potentially similar to the iPhone's Dynamic Island, according to Bloomberg. Such a move would mirror Apple's iPhone evolution, since the iPhone's notch became the current Dynamic Island starting with the iPhone 14 Pro models in 2022.

As with the iPhone‌, the Mac ‌Dynamic Island‌ will be interactive and it will contextually expand based on the app or Mac feature in use. The change should address long-standing user complaints about the notch, which physically ingresses into the macOS menu bar.

M6 Processor Architecture

The redesigned MacBook Pro models are expected to boast M6 Pro and M6 Max chips, which could adopt a completely new packaging based on TSMC's 2nm process that allows components such as the CPU, GPUs, DRAM, and Neural Engine to be more tightly integrated.

Terms like "3nm" and "2nm" describe generations of chip manufacturing technology, each with its own set of design rules and architecture. As these numbers decrease, they generally indicate smaller transistor sizes. Smaller transistors allow more to be packed onto a single chip, typically resulting in increased processing speed and improved power efficiency.

Based on where the industry's headed, Apple is likely to heavily market the processors as optimized for AI workflows.
This article, "MacBook Ultra: 5 Features That Could Justify the Name" first appeared on MacRumors.com

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A new coordinated cross-ecosystem software supply chain attack campaign has targeted npm, PyPI, and Crates.io to distribute credential-stealing malware. The campaign, codenamed TrapDoor, spans more than 34 malicious packages across over 384 versions. The earliest activity was recorded on May 22, 2026, at 8:20 p.m. UTC, with new packages published to the ecosystems in waves from a cluster ofView the full article
Apple is set to unveil iOS 27 next month ahead of a September release. The update is expected to include a dedicated Siri app, expanded Apple Intelligence capabilities in apps like Wallet, Safari, and Shortcuts, an upgraded keyboard with improved autocorrect, the ability to use Apple Maps via satellite connection, and more.


In his Power On newsletter today, Bloomberg's Mark Gurman revealed four additional iOS 27 changes related to AirPods, Genmoji, AirPlay, and Siri.

Here are his latest iOS 27 expectations:A revamped AirPods setting menu that is better organized
Improved quality for Genmoji and Image Playground creations
The ability to set AirPlay alternatives such as Google Cast as default — possibly EU only
A new Siri interface with a dark color scheme, similar to Apple's WWDC 2026 graphicsApple's WWDC 2026 keynote begins on Monday, June 8 at 10 a.m. Pacific Time, so we should learn more about these features in a few weeks.Related Roundups: AirPods 4, iOS 27, WWDC 2026Tags: AirPlay, Bloomberg, Genmoji, Mark GurmanBuyer's Guide: AirPods (Caution)Related Forums: AirPods, Apple, Inc and Tech Industry
This article, "New iOS 27 Rumors Include Revamped AirPods Settings Menu and More" first appeared on MacRumors.com

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Apple will unveil watchOS 27 during its WWDC 2026 keynote on Monday, June 8, and a handful of new features have been rumored already.


The first developer beta of watchOS 27 should be available immediately following the keynote, and a public beta typically follows in July. The update should be released to all users with a compatible Apple Watch model in September.

Below, we recap watchOS 27 rumors so far.

Improved Heart Rate Tracking

In his Power On newsletter today, Bloomberg's Mark Gurman said watchOS 27 will include improvements to heart rate tracking, but he did not elaborate.

New Modular Watch Face

watchOS 27 will add new watch faces, including a variant of the "Modular Ultra" watch face that is currently exclusive to the Apple Watch Ultra, according to Gurman.

New Apple Intelligence Features

On watchOS 26, the following Apple Intelligence features are available on an Apple Watch when it is paired with an iPhone 15 Pro or newer:
Workout Buddy
Live Translation in Messages
Notification SummariesWhen it announced the dates for WWDC 2026, Apple promised to unveil "AI advancements" across its platforms, and it can be reasonably assumed that watchOS 27 will include some additional Apple Intelligence features powered by the iPhone.

New Satellite Features

Apple Watch Ultra 3 has built-in satellite connectivity, enabling Emergency SOS, Find My, and Messages via satellite without any reliance on an iPhone.

iOS 27 will reportedly include up to five new satellite features, and the following two would likely extend to watchOS 27:Apple Maps via satellite
Photos support for Messages via satelliteAmazon last month announced plans to acquire Globalstar, the satellite company that powers Apple's satellite features on the iPhone 14 and newer and the Apple Watch Ultra 3. In turn, Amazon announced that it has signed an agreement with Apple to provide satellite connectivity for current and future iPhone and Apple Watch features.

Stability Focus

Apple is largely focused on "stability, performance, and smaller refinements" for watchOS 27, rather than on major new features and capabilities, according to Gurman. This suggests that the update could include many bug fixes.Related Roundups: Apple Watch 11, watchOS 26Tags: Bloomberg, Mark GurmanBuyer's Guide: Apple Watch (Caution)Related Forum: Apple Watch
This article, "watchOS 27 Will Add These New Features to Your Apple Watch" first appeared on MacRumors.com

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Anker's Prime 3-in-1 Wireless Charging Station is still available for $104.99 on Amazon this weekend, down from $149.99. This is one of Anker's newest accessories, and Amazon's sale today is a match of the all-time low price.

Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

The Prime 3-in-1 Wireless Charging Station features Qi2.2 support, which lets a compatible MagSafe ‌iPhone‌ charge at up to 25W. It's the same speed as Apple's ‌MagSafe‌ charger, and it is 10W faster than the standard Qi2 ‌MagSafe‌ chargers. You can also simultaneously charge an Apple Watch and AirPods with the device.

$45 OFFAnker Prime 3-in-1 Wireless Charging Station for $104.99

There are plenty of other Anker discounts happening on Amazon this week, including Anker's Prime 14-in-1 Docking Station for $339.98, down from $399.99. Below you'll find a list of the best Anker discounts on Amazon this week, also including wall chargers, portable chargers, and more.

$60 OFFAnker Prime 14-in-1 Docking Station for $339.98
Wall Chargers

Nano USB-C Wall Charger - $29.99, down from $39.99
140W 4-Port GaN USB-C Charger - $79.99, down from $99.99
160W 3-Port Compact Charger - $105.99, down from $149.99
Wireless Chargers

3-in-1 MagSafe-Compatible UFO Charger - $69.99, down from $89.99
3-in-1 MagSafe-Compatible Foldable Charging Station - $85.99, down from $109.99
3-in-1 MagSafe-Compatible Charging Cube - $89.99, down from $129.99
3-in-1 Prime Wireless Charging Station - $104.99, down from $149.99
Prime MagSafe-Compatible 3-in-1 Charging Station - $159.99, down from $229.99
Portable Chargers

MagGo Power Bank 10,000 mAh - $63.99, down from $79.99
SOLIX C300 Power Station with Lantern - $169.99, down from $249.00
Prime Power Bank 26,250 mAh - $171.48, down from $229.99
SOLIX C1000 Gen 2 Portable Power Station - $499.99, down from $799.00
SOLIX C2000 Gen 2 Portable Power Station - $799.99, down from $1,499.00
If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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Apple is readying the subdomain genai.apple.com, according to MacRumors contributor Aaron Perris, but it does not yet lead to a live web page. This comes a few weeks ahead of Apple's annual developers conference WWDC, where the company has promised to announce "AI advancements" across its software platforms.


Apple's website already has an Apple Intelligence page, so it is unclear what the company's plans are for genai.apple.com at this time.

Apple's next major software releases like iOS 27, iPadOS 27, and macOS 27 are expected to include many new Apple Intelligence features, including a more personalized version of Siri with on-screen awareness. Similar to other chatbots like ChatGPT, a dedicated Siri app will reportedly allow users to have back-and-forth conversations.

Apple Intelligence will power a wide range of new accessibility features, such as automatic captions for videos recorded with an iPhone. In addition, Voice Control is gaining support for natural language, allowing users to say things like "tap the guide about best restaurants" in Apple Maps or "tap the purple folder" in the Files app.

Apple Intelligence will make it easier for users to create shortcuts in the Shortcuts app, and it will power a new "Create a Pass" option in the Wallet app. Safari will be able to automatically name tab groups, and Visual Intelligence will be able to scan food nutrition labels and add information from a business card or paperwork to the Contacts app.

Apple's WWDC 2026 keynote begins on Monday, June 8 at 10 a.m. Pacific Time.Related Roundup: WWDC 2026Tag: Apple IntelligenceRelated Forum: Apple, Inc and Tech Industry
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Cybersecurity researchers have flagged a fresh software supply chain attack campaign that has targeted multiple PHP packages belonging to Laravel-Lang to deliver a comprehensive credential-stealing framework. The affected packages include - laravel-lang/lang laravel-lang/http-statuses laravel-lang/attributes laravel-lang/actions "The timing and pattern of the newly published tagsView the full article
A maximum-severity security vulnerability impacting LiteSpeed User-End cPanel Plugin has come under active exploitation in the wild. The flaw, tracked as CVE-2026-48172 (CVSS score: 10.0), relates to an instance of incorrect privilege assignment that an attacker could abuse to run arbitrary scripts with elevated permissions. "Any cPanel user (including an attacker or a compromised account) mayView the full article
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added a recently patched critical security flaw impacting Drupal Core to its Known Exploited Vulnerabilities (KEV) catalog, based on evidence of active exploitation. The vulnerability in question is CVE-2026-9082 (CVSS score: 6.5), an SQL injection vulnerability affecting all supported versions of Drupal Core. "Drupal CoreView the full article
Chromium — the open-source browser that underpins Google Chrome, Microsoft Edge, and Opera, among others — contains an unpatched vulnerability that attackers can exploit to execute JavaScript code persistently across browser restarts. As a result, the flaw can be used to hijack users’ browsers for distributed denial-of-service attacks, run crypto miners, and more.
The vulnerability was reported over three years ago by independent researcher Lyra Rebane and remained unfixed, or at least parts of it. The bug report was made public this week but was then closed again after Rebane reported on Mastodon that the flaw is still not properly fixed.
The bug tracker entry that contains the technical details was accessible long enough to be archived by users, and a copy can be easily found online even though the original entry is now set to private again.
The flaw abuses the Service Worker feature and the Background Fetch API, which allows websites to initiate downloads in the background, such as a video. This feature was introduced in 2018 and Google said at the time:
“If the user closes pages to your site after step 1, that’s ok, the download will continue. Because the fetch is highly visible and easily abortable, there isn’t the privacy concern of a way-too-long background sync task. Because the service worker isn’t constantly running, there isn’t the concern that it could abuse the system, such as mining bitcoin in the background.”
Rabane found that neither of those promises are true, at least not on all platforms and not on all Chromium-based browsers. For example, in the stable Google Chrome version at the time, in December 2022, the download was visible in the download bar, but in the canary version that introduced a new UI, the download seemed like a glitch being stuck at 0B and not showing the source.
On Microsoft Edge, the Download dropdown menu appeared but nothing was shown on it. In the most recent version, the background download is completely invisible and will continue even when the browser is closed.
“Generally a Service Worker has a limited lifespan, but the PoC [proof-of-concept exploit] bypasses that by creating and aborting background fetches every 20 seconds once the Service Worker is active,” Rabane wrote in her vulnerability report. “If the background fetch is created and aborted fast enough, it won’t show up in the browser UI at all, but will still keep the Service Worker active.”
From the comments in the bug entry, the UI aspects were fixed at some point in January 2023. However, the ability to keep the service worker alive indefinitely by toggling between events would have required a deeper fix, including changing the specification for the API to introduce a hard time limit for quitting the service worker.
The things a malicious website could do via a persistent service worker are limited, but they can be serious, including persistent user tracking, as service workers have access to browser open timestamps, IP addresses, and User-Agent info.
The exploit can also be used to execute remote JavaScript payloads, which can be leveraged in a variety of ways, including to execute potential exploits for future bugs, side-channel attacks, or WebAssemply payloads like crypto miners. It’s also possible to trigger requests to other websites, which could be abused in a distributed denial-of-service scenario if a compromised website is used to hijack thousands of browsers in this way.
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The U.S. Federal Communications Commission has just published documents related to an apparently unreleased Apple product with model number A3577, with the product described as "Bluetooth over-ear headphones."


These headphones do not appear to be the AirPods Max 2, which carry a model number of A3454, and there is little other information to go on, so it is unclear what these headphones are.


Most of the documents that would reveal details on this A3577 product are being temporarily withheld from publication under a confidentiality request, which is standard for Apple's product filings with the FCC. One figure showing the location of the FCC ID labeling on the product appears to show a generic-looking headphone ear cup, with no identifying design details.


It is possible these are an upcoming Beats product, such as an updated version of the brand's over-ear Beats Studio Pro headphones, but this is purely speculation. The Beats Studio Pro were released nearly three years ago in July 2023, so they could be due for a revision.

We'll share additional information as we learn more.
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Google today appealed a 2024 ruling that found it violated antitrust law by paying to be the default search engine on iPhones. In a filing with the U.S. Court of Appeals for the D.C. Circuit, Google said the district court made an error when concluding that Google's search success was due to anything other than competition on merit.


Google suggested it surpassed competition through better innovation, more investments, and "just working harder," which is why Apple chose Google Search as its default search option on Apple devices.

The filing points out that Apple was free to distribute and promote rival search engines, with Google highlighting the alternative browser options that Apple offers in the Safari settings. Google suggests that any "exclusivity" interpreted by the district court was Apple's choice for "sound business reasons."

Google is asking the appeals court to undo the remedies that were put in place to address its search monopoly. Google was told to share search data, offer information on user interaction, and syndicate its results to competing companies, which it will need to start doing barring a successful appeal.

While Google is aiming for the entire ruling to be thrown out, Google also wants generative AI companies like OpenAI excluded from receiving data. Google says AI products "did not even exist" during the period covered in the DoJ's filing, so it makes no sense for them to receive search data. Google further said that AI companies are "already succeeding as wildly as any technology in human history without any need to free-ride on Google's success."

Google pays Apple billions of dollars each year to be the default Safari search engine, and the deal was a major component in the antitrust lawsuit that the U.S. Department of Justice brought against Google. Apple and Google's search engine deal could have been addressed in the remedies applied to Google, but the court did not prevent Google from making search agreements.

While Google is barred from entering into exclusive contracts for search engine distribution, it is still allowed to pay Apple to be a search engine option on iPhone. The DoJ also wanted Google to be forced to sell its Chrome browser and possibly offload the Android operating system, but neither of those consequences were implemented.

The remedies in the DoJ vs. Google case went into effect on February 3, but Google hasn't been required to provide data yet because implementation details have not been worked out. The five-member Technical Committee set up by the judge overseeing the case has not outlined license terms or privacy safeguards, nor has criteria for which companies qualify as competitors been established.

Oral arguments for Google's appeal haven't been scheduled, so we're unlikely to hear more on the issue until late 2026 or early 2027.Tags: Apple Antitrust, Google
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Smart home device maker Aqara launched the Camera Hub G350 in March, and it is the first Matter-certified smart camera on the market. Cameras are included in Matter 1.5, and while Apple doesn't support Matter cameras yet, Aqara's camera still works with Apple Home. For Apple users, Matter integration doesn't provide any benefit, but it adds cross-platform support for Google Home, Alexa, SmartThings, and more.


The Camera Hub G350 is my favorite indoor home security camera that I've tested to date, and not just because it's wearing a cute bunny-ear costume. It records in 4K and has zoom capabilities, plus it has movement tracking and can rotate 360 degrees.

There are two cameras in the G350, and the design makes the lenses look like eyes. If you don't like the cutesy style, you can take off the silicone bunny hood, which makes the G350 look more like a traditional security camera.


You can view the G350's feed through Apple Home, and it connects as a HomeKit Secure Video camera. Footage is stored in iCloud, and as with other ‌HomeKit Secure Video‌ (HSV) options, you need an ‌iCloud‌+ plan. The $0.99/month 50GB plan supports a single HSV camera, the $2.99/month 200GB plan supports five HSV cameras, and the higher-tier plans that start at $9.99/month for 2TB storage support an unlimited number of cameras.


Using the G350 with HomeKit limits you to the ‌HomeKit‌ set of features. You can view the feed in the Home app, add the camera to automations, and customize when the camera is recording and when it's not using geofencing. It supports notifications for movement, can recognize people and animals for customized notifications, and it has facial recognition. Unfortunately, though this is a high-resolution camera, HSV is limited to 1080p.


Because the Camera Hub G350 offers so many features that are not available in ‌HomeKit‌, it's not worth getting if you're only going to use it with Apple Home. You need the Aqara app to get the full functionality, but I do think the feature set is worth venturing out of the Home app for.

The wide-angle 4K camera with a 133-degree field of view is the main camera, but there's also a 2.5K HD camera for zooming in up to 9x to get a closer look. The camera feed is clearer than what I get from ‌HomeKit‌ because of the resolution restrictions. This is the only camera I have that has a second lens for zooming in, and the zoom is sharper than what I get from single-lens cameras.


Aqara says the camera has an f/1.6 aperture and 940nm infrared LEDs for night vision, and it does do well in low lighting conditions and at night. Recordings are not as clear as when there's optimal lighting, but the night vision works as expected, offering a grayscale view of what's going on.

The G350 can rotate 360 degrees, and there is an included AI auto-tracking feature. It can recognize people and pets, turning the camera to keep them in view, and zooming in slowly where appropriate. It tilts too, which is helpful for keeping people and pets in view. You can have the camera track motion with AI, but you can also use pan and tilt controls in the app to control it while watching the feed live. I don't need to reinvent the wheel, so Aqara's video showing the panning, tilt, and zoom is embedded below. The camera and the app do work as demonstrated in the video.



The tracking works well, and it can be somewhat creepy to have a camera following you, so it might be a good theft deterrent. It's clear when it's moving to keep you in view, but there is no audible sound when it's panning. It is meant to pan slowly, so there can be a little bit of blur in recordings when the camera is moving or when you use the zoom feature. The Aqara app has an option for selecting preset angles that the camera will quickly pan to so you can see different areas of a room.






The camera has on-device AI processing that can recognize faces, pets, gestures, and select sounds. It can detect coughing, snoring, loud sounds, alarms, a dog barking, and a baby crying, sending alerts when it hears the sound.


I often think that Aqara includes too many features in its products, but it gives people options. The camera supports gestures, so you can trigger scenes that you've set up in the Aqara app with a wave or an OK sign. This is a beta feature, and it's not super reliable, especially when the lighting is bad. I don't know why, but the G350 also has smile detection and will send you a notification when it detects someone smiling. It does successfully detect motion, follow me around, and detect smiles, though the latter feature hasn't worked 100 percent of the time.


For those who don't want footage uploaded to the cloud, there is an option to record to a 512GB microSD card. Footage can be saved to a NAS, you can use Apple Home's ‌iCloud‌ storage, or you can use Aqara's cloud storage. You don't need a subscription for Aqara's cloud storage, but some features are locked behind one.


Aqara has a HomeGuardian subscription service that's $4.99 per month or $49.99 per year for a single camera, or double that for unlimited cameras. It adds 90 days of video event history, package and vehicle detection, face detection, AI video summaries, AI video search, fire detection, alarm notifications, unlimited storage space, and video downloads from the app. So you can use local storage or the free cloud storage, but you lose some features.

There is a mode that physically disables the cameras with a cover that makes the "eyes" look like they're closed, which is both cute and useful. This mode also reveals the microSD card slot, and you stick the card in the "mouth." The camera-off mode can be enabled by tapping the little eye icon in the Aqara app. There is a speaker and microphone for two-way conversation.


I cannot think of a camera feature that I want that's not already in the G350, except maybe rich notifications. The motion detection alerts that come from the Aqara app don't provide me with a preview of the motion like my Ring cameras do.


If you have other Aqara devices, the G350 works as a hub for them. I have Aqara thermostats, so this serves as a functional hub and improves connectivity between Aqara products. It's also a Thread Border Router for Thread devices and a Matter Controller. It can use either a 2.4GHz or 5GHz connection.

The Camera Hub G350 is meant to be plugged in all the time, but for some reason Aqara didn't include a power adapter. There's a USB-C cable, but no charger, so you'll need to supply your own. It takes a 10W USB-C power adapter or higher.

Bottom Line

With the pan and tilt features and automatic tracking, the G350 is an excellent indoor camera. It's perfect in a baby's room or for tracking pets, but it also works well for general home security use.

It supports local storage for those who don't want data uploaded to the cloud, and while some features are locked behind a subscription, all of the most useful options are readily available without paying extra.

How to Buy

The Aqara Camera Hub G350 is available from Amazon for $140.

Note: Aqara provided MacRumors with a G350 Camera Hub for the purpose of this review. No other compensation was received.
This article, "Aqara Camera Hub G350 Review: 4K Recording, Dual Lenses, Pan-and-Tilt Tracking, and AI Subject Detection" first appeared on MacRumors.com

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The FBI has warned of the danger from anew wave of phishing attacks generated by a tool called Kali365.
It enables cyber criminals to obtain Microsoft 365 access tokens and bypass multi-factor authentication (MFA) protocols without intercepting the user’s credentials by capturing Oauth tokens linked to the victim’s Microsoft 365 account.
The scam works in a similar way to most phishing attacks. An attacker sends an email purporting to be from a trusted cloud document sharing service, including instructions to enter a particular code on a legitimate Microsoft site.
The code, however, authorizes the attacker’s device to access the victim’s Microsoft account.
The FBI has issued a set of instructions for IT security managers to help mitigate the Kali365 attack before it affects their users. These include creating a conditional access policy to block code flow for all users, with exceptions for the necessary business processes. Managers should also block authentication transfer policies, preventing users from handing over their access rights from a corporate PC to a mobile device.
Phishing remains a major threat for organizations. According to a World Economic Forum report from January this year, CEOs worldwide see it as the main security threat. It’s also something that is not going away, 77 percent of organizations think that the number of phishing attacks has increased in the past year. Kali365 has just added to that number.

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On Tuesday, Google held its I/O developer event, and introduced an AI-forward version of Google Search that the company described as an "intelligent search box" powered by the newest version of Gemini. It turns out Google's all-new version of search semi-breaks when you search for the word "disregard."


Typing "disregard" into Google Search results in Google's AI interpreting it as a system-style instruction instead of a search query. "Understood. Message disregarded," is the result.

You do get standard search results like a Merriam-Webster definition of disregard if you scroll down further, but the AI Overview reply is filled with a bunch of white space that blocks out what's below.

There's a similar response on mobile devices, though with less visible white space.


Using a non-AI search engine like Kagi brings up the expected results for the search, immediately showing the definition instead of reading it as a command.


Words that have a similar meaning like ignore or stop produce the same result with Google's AI Overview. So do other command-like statements such as "remember." Google will likely fix the issue soon, but it's a reminder of the shortcomings of the AI tools that have become impossible to avoid.Tag: Google
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European authorities have cracked down on a VPN that has been used for various criminal activities.
The operation, led by investigators in France and the Netherlands with help from Europol and Eurojust, has dismantled First VPN, a service that has been heavily promoted within Russia as a way of evading law enforcement. Criminals used it to conceal their identities and infrastructure while carrying out ransomware attacks, large-scale fraud, data theft, and other serious offences.
While First VPN’s fates seems well-deserved, there are concerns about wider attempts by governments and law enforcers to clamp down on users of VPN services. Various legislations have tried to implement new laws restricting access to the internet, in particular, those seeking to limit minors from accessing social media and other sites deemed inappropriate by authorities. Australia has already brought in such a law and the UK is looking to follow suit. However. VPNs providers have fought back, claiming that their offerings are a vital tool in the preservation of the internet as a free and open service — and in securing regular business activities for many enterprises.
Ina recent blog post Mozilla said, “Blunt interventions like mandatory age assurance and restricting access to tools like VPNs are not effective in improving the protection afforded to young people online, while undermining the fundamental rights of all users.”
Any restrictions against VPNs in the US are likely to fall foul of the First Amendment. Attempts by lawmakers to prohibit their use, such as the one proposed in Utah, are looking unlikely to succeed.
This article first appeared on Computerworld.
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For this week's giveaway, we've teamed up with Digiarty VideoProc to offer MacRumors readers a chance to win an iPhone 17 and a copy of the VideoProc Converter AI software to use with it.


VideoProc Converter AI is software for editing and managing videos, images, audio, DVDs, and more. It includes a suite of AI features for easy photo and video editing, along with tools for converting, downloading, upscaling, colorizing, enhancing, compressing, editing, recording, and repairing all kinds of media files.


Videos that are blurry, noisy, shaky, or overly compressed can be improved with VideoProc Converter AI's tools for cutting down on noise, improving sharpness, and boosting image quality.


An AI Super Resolution feature uses multiple AI models designed for different kinds of footage. The tool reduces noise and blur, restores detail, sharpens soft footage, and is able to upscale lower-resolution videos up to 4x. 480p or 720p video can be upscaled to 1080p or 4K. A deinterlacing tool improves older interlaced recordings, which is useful for restoring archived footage, improving low-light video, and cleaning up scenes with a lot of motion.


There's also an AI frame interpolation option that adds additional frames to make videos smoother, and it can improve videos up to 480fps for slow motion. It works on older home videos, mixed frame-rate footage, sports clips, gameplay recordings, and action scenes.

A stabilization tool is able to reduce camera shake, plus there are tools for reducing audio noise, correcting color, removing fisheye distortion from videos shot on action cameras, and compressing file size while preserving quality. There are also the standard tools you would expect from video editing software for trimming, cropping, adjusting playback speed, watermarking, fixing audio syncing, and adding filters.


VideoProc Converter AI has tools for photo editing as well. Image AI Super Resolution improves blurry or pixelated images and increases resolution, with multiple AI models available for different image types. With batch processing, it supports editing over 3,000 photos at once.


In older images where faces are blurry, pixelated, faded, or lacking detail, a Face Restoration feature improves facial detail. It can recover clarity in eyes, skin, hair, and facial textures with natural-looking results. AI Colorization is also available for adding color to black and white images, and it adds realistic colors and tones to grayscale photos with a click.


Digiarty optimized VideoProc Converter AI for the Mac, and the software supports hardware acceleration for Apple silicon chips, Intel chips, and NVIDIA and AMD GPUs. Video converting tools use GPU acceleration to speed up encoding and decoding without affecting output quality. The software supports over 320 codecs and formats, and it works with footage from drones, GoPro cameras, professional log formats, 3D videos, and VR videos. It also includes tools for downloading video from social media platforms, DVD backup, iPhone screen capture, recording from a webcam, and green screen recording.

VideoProc gets new features regularly, and recent new additions include improved Video Super Resolution that keeps original colors for natural-looking restoration of low-quality video, new AI models, three AI face restoration models for touching up people in videos without impacting original detail, and audio AI improvements like Noise Suppression for cutting down on background noise in audio and video files.


There is a VideoProc free trial for those who want to try it out. A lifetime license is normally priced at $54.95, but Digiarty is offering MacRumors readers a discount on a lifetime license, dropping the price to $39.95. The lifetime license includes the full range of VideoProc tools, along with software for transferring media between Macs and iPhones and vlog software for editing video for social media. It also includes access to future updates.

Digiarty is offering one lucky MacRumors reader the chance to win an ‌iPhone 17‌ and a lifetime VideoProc license. To enter to win, use the widget below and enter an email address. Email addresses will be used solely for contact purposes to reach the winner and send the prize. You can earn additional entries by subscribing to our weekly newsletter, subscribing to our YouTube channel, following us on Twitter, following us on Instagram, following us on Threads, or visiting the MacRumors Facebook page.

Due to the complexities of international laws regarding giveaways, only U.S. residents who are 18 years or older, UK residents who are 18 years or older, and Canadian residents who have reached the age of majority in their province or territory are eligible to enter. All federal, state, provincial, and/or local taxes, fees, and surcharges are the sole responsibility of the prize winner. To offer feedback or get more information on the giveaway restrictions, please refer to our Site Feedback section, as that is where discussion of the rules will be redirected.


Digiarty VideoProc Giveaway
The contest will run from today (May 22) at 9:00 a.m. Pacific Time through 9:00 a.m. Pacific Time on May 29. The winner will be chosen randomly on or shortly after May 29 and will be contacted by email. The winner will have 48 hours to respond and provide a shipping address before a new winner is chosen.Related Roundup: iPhone 17Tag: GiveawayBuyer's Guide: iPhone 17 (Neutral)Related Forum: iPhone
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Lawmakers in both houses of Congress are demanding answers from the U.S. Cybersecurity & Infrastructure Security Agency (CISA) after KrebsOnSecurity reported this week that a CISA contractor intentionally published AWS GovCloud keys and a vast trove of other agency secrets on a public GitHub account. The inquiry comes as CISA is still struggling to contain the breach and invalidate the leaked credentials.

On May 18, KrebsOnSecurity reported that a CISA contractor with administrative access to the agency’s code development platform had created a public GitHub profile called “Private-CISA” that included plaintext credentials to dozens of internal CISA systems. Experts who reviewed the exposed secrets said the commit logs for the code repository showed the CISA contractor disabled GitHub’s built-in protection against publishing sensitive credentials in public repos.
CISA acknowledged the leak but has not responded to questions about the duration of the data exposure. However, experts who reviewed the now-defunct Private-CISA archive said it was originally created in November 2025, and that it exhibits a pattern consistent with an individual operator using the repository as a working scratchpad or synchronization mechanism rather than a curated project repository.
In a written statement, CISA said “there is no indication that any sensitive data was compromised as a result of the incident.” But in a May 19 a letter (PDF) to CISA’s Acting Director Nick Andersen, Sen. Maggie Hassan (D-NH) said the credential leak raises serious questions about how such a security lapse could occur at the very agency charged with helping to prevent cyber breaches.
“This reporting raises serious concerns regarding CISA’s internal policies and procedures at a time of significant cybersecurity threats against U.S. critical infrastructure,” Sen. Hassan wrote.
A May 19 letter from Sen. Margaret Hassan (D-NH) to the acting director of CISA demanded answers to a dozen questions about the breach.
Sen. Hassan noted that the incident occurred against the backdrop of major disruptions internally at CISA, which lost more than a third of it workforce and almost all of its senior leaders after the Trump administration forced a series of early retirements, buyouts, and resignations across the agency’s various divisions.
Rep. Bennie Thompson (D-MS), the ranking member on the House Homeland Security Committee, echoed the senator’s concerns.
“We are concerned that this incident reflects a diminished security culture and/or an inability for CISA to adequately manage its contract support,” Thompson wrote in a May 19 letter to the acting CISA chief that was co-signed by Rep. Delia Ramirez (D-Ill), the ranking member of the panel’s Subcommittee on Cybersecurity and Infrastructure Protection. “It’s no secret that our adversaries — like China, Russia, and Iran — seek to gain access to and persistence on federal networks. The files contained in the ‘Private-CISA’ repository provided the information, access, and roadmap to do just that.”
KrebsOnSecurity has learned that more a week after CISA was first notified of the data leak by the security firm GitGuardian, the agency is still working to invalidate and replace many of the exposed keys and secrets.
On May 20, KrebsOnSecurity heard from Dylan Ayrey, the creator of TruffleHog, an open-source tool for discovering private keys and other secrets buried in code hosted at GitHub and other public platforms. Ayrey said CISA still hadn’t invalidated an RSA private key exposed in the Private-CISA repo that granted access to a GitHub app which is owned by the CISA enterprise account and installed on the CISA-IT GitHub organization with full access to all code repositories.
“An attacker with this key can read source code from every repository in the CISA-IT organization, including private repos, register rogue self-hosted runners to hijack CI/CD pipelines and access repository secrets, and modify repository admin settings including branch protection rules, webhooks, and deploy keys,” Ayrey told KrebsOnSecurity. CI/CD stands for Continuous Integration and Continuous Delivery, and it refers to a set of practices used to automate the building, testing and deployment of software.
KrebsOnSecurity notified CISA about Ayrey’s findings on May 20. CISA acknowledged receipt of that report, but has not responded to follow-up inquiries. Ayrey said CISA appears to have invalidated the exposed RSA private key sometime after that notification. But he noted that CISA still hasn’t rotated leaked credentials tied to other critical security technologies that are deployed across the agency’s technology portfolio (KrebsOnSecurity is not naming those technologies publicly for the time being).
Ayrey said his company Truffle Security monitors GitHub and a number of other code platforms for exposed keys, and attempts to alert affected accounts to the sensitive data exposure(s). They can do easily on GitHub because the platform publishes a live feed which includes a record of all commits and changes to public code repositories. But he said cybercriminal actors also monitor these public feeds, and are often quick to pounce on API or SSH keys that get inadvertently published in code commits.
The Private-CISA GitHub repo exposed dozens of plaintext credentials to important CISA GovCloud resources.
In practical terms, it is likely that cybercrime groups or foreign adversaries also noticed the publication of these CISA secrets, the most egregious of which appears to have happened in late April 2025, Ayrey said.
“We monitor that firehose of data for keys, and we have tools to try to figure out whose they are,” he said. “We have evidence attackers monitor that firehose as well. Anyone monitoring GitHub events could be sitting on this information.”
James Wilson, the enterprise technology editor for the Risky Business security podcast, said organizations using GitHub to manage code projects can set top-down policies that prevent employees from disabling GitHub’s protections against publishing secret keys and credentials. But Wilson’s co-host Adam Boileau said it’s not clear that any technology could stop employees from opening their own personal GitHub account and using it to store sensitive and proprietary information.
“Ultimately, this is a thing you can’t solve with a technical control,” Boileau said on this week’s podcast. “This is a human problem where you’ve hired a contractor to do this work and they have decided of their own volition to use GitHub to synchronize content from a work machine to a home machine. I don’t know what technical controls you could put in place given that this is being done presumably outside of anything CISA managed or even had visibility on.”
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Apple's software engineers are testing iOS 26.5.1, according to the MacRumors visitor logs, which have been a reliable indicator of upcoming iOS versions.


iOS 26.5.1 will almost certainly be a minor update that fixes bugs and/or security vulnerabilities, and it will likely be released by the end of next week.

The logs show that Apple has ramped up testing of iOS 26.6 as well, with a first beta of that update likely to be released at some point in June. iOS 26.6 will likely be a minor update as well. Last year, Apple seeded the first beta of iOS 18.6 to developers on Monday, June 16, which was three days after WWDC 2025 ended.

Apple is shifting its attention towards iOS 27, which is set to be unveiled during the WWDC 2026 keynote on Monday, June 8 at 10 a.m. Pacific Time.Related Roundups: iOS 26, iPadOS 26Related Forum: iOS 26
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Images of third-party clear cases for the iPhone 18, iPhone 18 Pro, and ‌iPhone 18 Pro‌ Max suggest there is a chance Apple may revert back to a more familiar MagSafe ring design, and away from the controversial opaque white panel introduced on last year's iPhone 17 Pro cases.


The images have been circulating on Chinese social media and were spotted by MyDrivers. Where the iPhone 17 Pro clear case drew considerable criticism for replacing the traditional circular ‌MagSafe‌ magnet array with a large opaque white rectangle that covered most of the case's back panel, the cases shown here return to a more open horseshoe or ring-style ‌MagSafe‌ design, leaving the majority of the case genuinely transparent.

If the design is an accurate reflection of Apple's first-party case plans, it would represent a meaningful course correction from a design that many buyers felt made Apple's own "clear" case a misnomer. Accessory manufacturers commonly produce cases ahead of Apple announcements using anticipated details sourced from the supply chain.

‌iPhone 17 Pro‌ Clear Case
The ‌iPhone 17 Pro‌ Clear Case redesign proved to be highly polarizing at launch. The ‌iPhone 17 Pro‌'s Apple logo shifted to a lower position on the rear panel to sit centered within the new rectangular glass section below the camera plateau. As reported ahead of the device's launch, that placement would have been obscured by the traditional circular ‌MagSafe‌ design, prompting Apple to replace the ring entirely with a large opaque white rounded rectangle bearing a centered Apple logo. The result covered most of the lower three-quarters of the case, and forum discussions and reviews described the white panel as a "deal breaker" for some buyers who wanted to show off the color of their phone.

The open horseshoe design suggested by the ‌iPhone 18 Pro‌ cases takes a different approach seen on some other third-party cases, with a break in the ring at the bottom allowing the Apple logo to remain visible through the case without requiring the large opaque panel. The third-party cases shown in the images are clearly trying to emulate Apple's first-party accessories, and given the negative reaction to Apple's clear cases last year, it wouldn't be surprising if the company opted to move to this design.

Beyond this detail, the replica cases reflect design details consistent with existing rumors about the new models. The standard ‌iPhone 18‌ case features a cutout suggesting a vertical dual-camera layout, in line with reports that the base model will retain a broadly similar rear design to its predecessor. The ‌iPhone 18 Pro‌ and ‌iPhone 18 Pro‌ Max cases both show large horizontal camera plateau cutouts consistent with the design established on the ‌iPhone 17 Pro‌ models.

The ‌iPhone 18 Pro‌ and ‌iPhone 18 Pro‌ Max are expected to be announced alongside the first foldable iPhone in the fall. The ‌iPhone 18‌ is likely set to follow in the spring with the iPhone 18e and iPhone Air 2. Related Roundups: iPhone 18, iPhone 18 ProTags: iPhone Cases, MagSafe Accessories, MyDriversRelated Forum: iPhone
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Microsoft is testing the addition of agentic AI to its corporate browser, Edge for Business.A new version, currently available in a limited preview, will help perform routine tasks more efficiently, according to Microsoft’s partner product manager for Edge, Lindsay Kubasik.
Agentic AI will help with completing multi-step tasks such as filling in forms, navigating sites, or gathering information from different tabs, all using enterprise-managed tools, the company said.
And a new tab page will pull together calendar entries, files and Copilot prompts, reducing the need to switch between tools, it said.
A key feature of the new browser version will be its ability to protect corporate data. Enterprises will be able to block the use of copy and paste, and all AI prompts and responses will stay within their Microsoft 365 tenant and will not be used to train models, the company said. They will also be able to audit prompts and block sensitive uploads. The protections will apply as soon as users sign into Edge for Business.
Enterprises will be able to keep track of users who are not following policy: Microsoft’s compliance tool, Purview, will analyze all file uploads to check for sensitive data being uploaded. Enterprises will then have the ability to block the action.
To access the new features, enterprises must sign up for the limited preview.
This article first appeared on Computerworld.

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The week's biggest Apple stories revolved around a new Apple Card promo essentially offering free AirPods Pro 3 to new cardholders, as well as Apple's official announcement of the major WWDC 2026 events plus media invitations to the keynote.


Other popular topics this week included rumors about the upcoming foldable iPhone, tips and tricks for Apple Watch and iPhone, and more, so read on below for all the details!

Top Stories

New Apple Card Holders Can Get Free AirPods Pro 3, But There's a Catch

Late last week, Bloomberg's Mark Gurman revealed that Apple would be launching a new promo to encourage users in the U.S. to sign up for Apple Card: a cash back promotion that would essentially offer free AirPods Pro 3 to new Apple Card customers.


The promo officially launched this week, and while it does offer the free AirPods Pro 3, there is a bit of a wrinkle. The cash back comes in the form of $25 per month over 10 months with a requirement that the Apple Card be used at least 10 times in a given month to qualify for that month's rebate.

Apple Announces WWDC 2026 Schedule, Sends Media Invites

Apple this week provided a schedule for its 2026 Worldwide Developers Conference, which starts on June 8 and runs through June 12. Apple also sent out invites to members of the media who have been invited to attend an in-person keynote viewing at Apple Park.


Both the invites and schedule confirm that the WWDC 2026 keynote will begin at the usual time, 10:00 a.m. Pacific Time or 1:00 p.m Eastern Time.

MacRumors will be on hand for keynote day and will have full coverage of WWDC announcements throughout the week.

Foldable iPhone Production Stalls Amid Hinge Issues

Trial production of Apple's long-anticipated foldable iPhone, likely called the "iPhone Ultra," has run into a significant engineering hurdle centered on hinge reliability, according to a known leaker.


The leaker known as "Instant Digital" posted on Weibo that the foldable device's hinge is consistently failing to meet Apple's quality control standards under conditions of prolonged, high-frequency opening and closing. The leaker described the mechanical wear issue as one that "must be resolved with absolute perfection; otherwise, progress will simply have to be stalled for the time being."

The issues are reportedly unlikely to delay the phone's launch, as Apple still has time to get the kinks worked out and ship the device later this year. Rumors have already suggested that availability could come a bit later than that of the iPhone 18 Pro and Pro Max that are expected to be introduced at the same time in September.

Apple Watch: 15 Tips Every Owner Needs to Know

Apple Watch is now eleven generations in, and packed with useful features that are easy to miss at first glance. To help you get more out of your device, we've rounded up 15 practical tips you might not have discovered yet, including a few that long-time users often overlook.


We also took a look at 10 useful tips and tricks for iPhone that may make your life easier but which can be a bit hidden.

iPhone 17 Pro Named Fastest-Charging Smartphone

Apple's iPhone 17 Pro has been named the fastest-charging phone overall in a recent CNET lab test covering 33 smartphones, with Samsung's Galaxy S26 Ultra taking the top spot for wired charging speed.


To determine the rankings, CNET's lab team ran each phone through a 30-minute wired charging test starting at 10% battery or less, using the phone's included cable and a wall charger rated at or above the device's maximum supported speed. Phones that support wireless charging went through a matching 30-minute wireless test using a Qi (7.5W), Qi2 (15W), or Qi2.2 (25W) charger matched to the phone's peak supported speed. CNET then averaged the wired and wireless results into an overall charging score.

Apple Re-Releases a Sold-Out iPhone MagSafe Grip in Three New Colors

Apple this week re-released the Hikawa Grip & Stand for iPhone in three new colors, after the original version quickly sold out last year. The accessory is exclusively available on Apple's online store worldwide, with U.S. pricing set at $54.95. The latest color options include Orange Swirl, Glow Blue, and Speckled Stone.


Designed by Bailey Hikawa and produced by PopSockets, Apple says the accessory was created with accessibility in mind, in close collaboration with individuals with a wide range of disabilities affecting grip, strength, and mobility. The ergonomic grip magnetically attaches to any iPhone with MagSafe, and it doubles as an iPhone stand.

The release comes alongside Apple's annual unveiling of upcoming accessibility features that will be debuting in iOS 27 and related updates, with many of the new features powered by Apple Intelligence.

MacRumors Newsletter

Each week, we publish an email newsletter like this highlighting the top Apple stories, making it a great way to get a bite-sized recap of the week hitting all of the major topics we've covered and tying together related stories for a big-picture view.

So if you want to have top stories like the above recap delivered to your email inbox each week, subscribe to our newsletter!Tag: Top Stories
This article, "Top Stories: Apple Card AirPods Pro Promo, WWDC 2026 Schedule, and More" first appeared on MacRumors.com

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On this week's episode of The MacRumors Show, we discuss Apple's WWDC 2026 keynote date, the sweeping Siri redesign coming in iOS 27, Apple's latest accessibility feature previews, and the hinge troubles reportedly plaguing the foldable iPhone ahead of its expected launch in the fall.

Subscribe to The MacRumors Show YouTube channel for more videos
Apple this week confirmed its ‌WWDC 2026‌ keynote for June 8 at 10 a.m. Pacific Time, with the conference running through June 12. The event is expected to introduce ‌iOS 27‌, iPadOS 27, macOS 27, watchOS 27, tvOS 27, and visionOS 27, with developer betas available immediately after the keynote and public releases following in September. The focus is expected to be on Apple Intelligence and AI advancements across its platforms. No major hardware announcements have been rumored for the keynote, but we are overdue seeing a new "homeOS" platform for a tabletop or wall-mounted smart home hub, though launch timing remains unclear.

Bloomberg's Mark Gurman reports that ‌iOS 27‌ will bring a sweeping ‌Siri‌ redesign, evolving the assistant into a full chatbot designed to compete with ChatGPT, Claude, and Gemini. For the first time, ‌Siri‌ will apparently have a dedicated app, showing a grid or list of past conversations with support for favoriting, searching, and starting new chats, all using iMessage-style chat bubbles.

‌Siri‌ will also purportedly be integrated into the Dynamic Island, where triggering it will show a "Search or Ask" prompt with a glowing cursor; results appear as a translucent card, and pulling it down opens a full conversation mode. ‌Siri‌ is set to replace Spotlight search, though Suggestions will remain and gain access to more user data.

Users will be able to set chats to auto-delete after 30 days, one year, or never. The app could also launch labeled "beta" despite years of development, and is powered by Google Gemini, though Apple is said to be reluctant to emphasize that given Google's reputation as an advertising business.

Separately, Apple this week previewed new accessibility features coming later this year, ahead of Global Accessibility Awareness Day, as is Apple's annual tradition. Among the highlights: VoiceOver Image Explorer uses ‌Apple Intelligence‌ to generate detailed descriptions of images, scanned bills, and personal records throughout the system; the Action button can now be used to ask questions about what the camera sees, with natural language follow-up supported; and Voice Control is getting a natural language upgrade that lets users describe on-screen elements in their own words rather than memorizing exact labels. Automatic captions for personal videos will also arrive, generated on-device for recorded videos, received from friends, or streamed online. The features are expected to launch with ‌iOS 27‌, iPadOS 27, ‌macOS 27‌, tvOS 27, and visionOS 27 in September.

Finally, Apple's "iPhone Ultra" reportedly hit a new obstacle this week, after Weibo leaker "Instant Digital" posted that trial production has run into a serious hinge reliability problem. According to the leaker, the hinge is consistently failing Apple's quality control under high-frequency open and close testing, eventually producing audible rattling, and the issue "must be solved with absolute perfection, otherwise progress will remain stalled."

That broadly aligns with a DigiTimes report from April that placed production one to two months behind schedule, with mass production now pushed from June to August. Bloomberg's Gurman has pushed back on a Nikkei report suggesting the device could slip to 2027, calling it "off base", and expects the foldable iPhone to land around the same time or soon after the iPhone 18 Pro models; if it does launch in September, supply is expected to be constrained, with some reports suggesting customer availability could slip as late as December.

The foldable iPhone is rumored to be called the "iPhone Ultra" and is expected to start at over $2,000, with one report citing $2,500, which would make it the most expensive iPhone ever. The MacRumors Show has its own YouTube channel, so make sure you're subscribed to keep up with new episodes and clips.

Subscribe to The MacRumors Show YouTube channel!

You can also listen to ‌The MacRumors Show‌ on Apple Podcasts, Spotify, Overcast, or other podcast apps. You can also copy our RSS feed directly into your player.



If you haven't already listened to the previous episode of The MacRumors Show, catch up to hear our discussion about Google's latest wave of announcements for Android and Gemini, the newly announced Fitbit Air, and Apple Watch Series 12 rumors.

Subscribe to ‌The MacRumors Show‌ for new episodes every week, where we discuss some of the topical news breaking here on MacRumors, often joined by interesting guests such as Kayci Lacob, Kevin Nether, John Gruber, Mark Gurman, Jon Prosser, Luke Miani, Matthew Cassinelli, Brian Tong, Quinn Nelson, Jared Nelson, Eli Hodapp, Mike Bell, Sara Dietschy, iJustine, Jon Rettinger, Andru Edwards, Arnold Kim, Ben Sullins, Marcus Kane, Christopher Lawley, Frank McShan, David Lewis, Tyler Stalman, Sam Kohl, Federico Viticci, Thomas Frank, Jonathan Morrison, Ross Young, Ian Zelbo, and Rene Ritchie.

‌The MacRumors Show‌ is on X @MacRumorsShow, so be sure to give us a follow to keep up with the podcast. You can also email us at [email protected] or head over to The MacRumors Show forum thread. Remember to rate and review the podcast, and let us know what subjects and guests you would like to see in the future.Tags: Apple Intelligence, Siri, The MacRumors Show
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This week we saw Memorial Day deals kick off at retailers like Best Buy, plus great discounts on Anker's newest Prime chargers and all-time low prices on the AirPods Max 2 and 15-inch M5 MacBook Air.

Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

Anker


What's the deal? Save on Anker charging accessories
Where can I get it? Amazon
Where can I find the original deal? Right here
$45 OFFAnker Prime 3-in-1 Wireless Charging Station for $104.99

Anker's new Prime 3-in-1 Wireless Charging Station has been marked down to $104.99 on Amazon, down from $149.99. This is one of Anker's newest accessories, and Amazon's sale today is a match of the all-time low price.

Best Buy


What's the deal? Save sitewide for Memorial Day
Where can I get it? Best Buy
Where can I find the original deal? Right here
SITEWIDE SALEBest Buy Memorial Day Sale

Best Buy kicked off its annual Memorial Day sale this week, with notable markdowns on Apple devices, TVs, headphones and speakers, monitors, appliances, and much more. This sale is set to last through Memorial Day on Monday, May 25, and you don't need to be a My Best Buy Plus or Total member to see the deals.

AirPods Max 2


What's the deal? Take $40 off AirPods Max 2
Where can I get it? Amazon
Where can I find the original deal? Right here
$40 OFFAirPods Max 2 for $509.00

Amazon this week has a record low price on the AirPods Max 2, now available for $509.00, down from $549.00. This sale is available in three colors of the headphones.

M5 MacBook Air


What's the deal? Take $199 off 15-inch M5 MacBook Air
Where can I get it? Amazon
Where can I find the original deal? Right here
$199 OFF15-inch M5 MacBook Air (512GB) for $1,099.99

Amazon has sweetened its deal on the 512GB 15-inch M5 MacBook Air this week, dropping the price of the notebook down to $1,099.99, from $1,299.00. This is a new record low price on the 15-inch M5 MacBook Air.

If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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Related Roundup: Apple Deals
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April and May have been relatively slow months for Apple this year, but there is a lot to look forward to heading into WWDC 2026 and beyond.


Apple is expected to release at least 15 more products later this year, with some of them held up until the more personalized version of Siri launches.

Beyond the usual annual updates to iPhones and Apple Watches in September, Apple's all-new smart home hub is finally expected to debut later this year. We are also expecting a foldable iPhone Ultra, a redesigned MacBook Ultra with an OLED display, and long-awaited updates to the Apple TV, HomePod, and HomePod mini. Plus more.

Here is what to expect from Apple later this year, according to rumors.

iPhones

iPhone 18 Pro: A20 Pro chip, a smaller Dynamic Island, a simplified Camera Control button, a Dark Cherry color option, variable aperture for at least one rear camera, Apple's C2 modem with support for 5G web browsing via satellite, and more.
iPhone 18 Pro Max: The same features rumored for the iPhone 18 Pro, but the Pro Max model might be slightly thicker.
iPhone Ultra: A foldable iPhone Ultra with a 7.7-inch inner display and 5.3-inch outer display, two rear cameras, one front camera, a Touch ID power button instead of Face ID, and more. iOS 27 is expected to be tailored for the foldable iPhone, allowing for side-by-side apps and other iPad-like multitasking functionality.Apple Watches
Apple Watch Series 12: A faster S11 chip or newer, plus design changes such as Touch ID and/or more health sensors (disputed).
Apple Watch Ultra 4: A faster S11 chip or newer, plus design changes ( such as Touch ID and/or more health sensors (disputed). There may also be additional satellite features for the Apple Watch Ultra 3 and newer, such as Apple Maps via satellite and the ability to send and receive photos with Messages via satellite.iPads
iPad 12: A16 chip → A18 chip or A19 chip with Apple Intelligence support.
iPad mini: A17 Pro chip → A19 Pro or A20 Pro chip, an OLED display, a vibration-based speaker system, and a water-resistant design.
Macs

Mac Studio: M4 Max and M3 Ultra chips → M5 Max and M5 Ultra chips.
Mac mini: M4 and M4 Pro chips → M5 and M5 Pro chips.
iMac: M4 chip → M5 chip, plus new color options.
MacBook Ultra: A major MacBook Pro redesign in late 2026 or early 2027, with M6 Pro and M6 Max chips, an OLED display, a touch screen, a Dynamic Island, and a thinner design. On this laptop, which will reportedly be named MacBook Ultra, macOS 27 is expected to offer a touch-friendly interface.Home

Apple TV: A17 Pro chip with support for the more personalized Siri, and Apple's N1 chip with Wi-Fi 7 support. A built-in FaceTime camera has been rumored for a future Apple TV, but it is unclear if that will arrive with the next model.
HomePod mini: S9 chip or newer with support for the more personalized Siri, Apple's N1 chip with Wi-Fi 7 support, improved sound quality, a second-generation Ultra Wideband chip, and potentially new color options like red.
HomePod: A new full-sized HomePod that supports the revamped Siri.
Home Hub: An all-new smart home hub featuring the more personalized version of Siri, a 6-inch to 7-inch square display, an A18 chip for Apple Intelligence, FaceTime, and more. Place it on a table or mount it on a wall.Notes

Apple's smart home hub may be accompanied by accessories such as a security camera/sensor and a Face ID doorbell.
AirPods Ultra with cameras for Visual Intelligence are also rumored, but it is unclear if they are launching this year or later.
The next Mac Studio and Mac mini models as well as the MacBook Ultra could be delayed until 2027 due to the RAM chip shortage.
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Apple finished as the world's number one smartphone brand by shipments in the first quarter of 2026, according to new data from Counterpoint Research. It's the first time the company has ever led the market in a Q1.


Apple captured 21 percent of global shipments and grew 9 percent year-over-year, even as the overall market contracted 3 percent. Samsung came in a close second, also at 21 percent on roughly flat shipments, followed by Xiaomi at 12 percent, OPPO at 10 percent, and vivo at 7 percent. Meanwhile, Xiaomi's shipments fell 19 percent year-over-year, while OPPO and vivo declined 4 percent and 2 percent, respectively.

Apple's brand-level milestone follows Counterpoint's earlier finding that the iPhone 17 was the best-selling smartphone model in the world in Q1, during which the iPhone 17 series swept the top three spots in the firm's Global Handset Model Sales Tracker. During Apple's April 30 earnings call, CEO Tim Cook said the ‌iPhone 17‌ family was the most popular lineup in Apple's history.

Apart from sustained iPhone 17 demand, Counterpoint credits Apple's brand-level performance to its proactive supply chain management as well as improved sales in China. The firm said Apple's ability to maintain premium pricing and protect margins also helped it weather the ongoing memory chip shortage a lot better than its rivals.


Shortages of DRAM and NAND memory continue to weigh on the market as a whole, as chipmakers prioritize AI data center customers over smartphone manufacturers. Cook has said memory shortages and rising costs will have more of an impact on Apple later in 2026. Counterpoint expects the rest of the year to impact most brands similarly, with the memory crisis potentially stretching all the way into late 2027. Tag: Counterpoint
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Amazon today has the AirPods Pro 3 available for $199.00, down from $249.00. This is a match of the all-time low price on the AirPods Pro 3, and it's been nearly a month since we last tracked this discount.

Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

This model of the AirPods Pro launched in September 2025 and has 2x better Active Noise Cancellation than the previous generation, better audio quality, a revised fit that's meant to improve comfort and stability, Live Translation for in-person conversations, and heart rate sensing for workouts.

$50 OFFAirPods Pro 3 for $199.00

Head to our full Deals Roundup to get caught up with all of the latest deals and discounts that we've been tracking over the past week.



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Meta today launched a new standalone app called "Forum" that brings Facebook Groups into a dedicated feed separate from the main Facebook experience.


The app was spotted by Matt Navarra without any formal announcement from the company. Its App Store listing describes Forum as "a dedicated space for the conversations that matter most to you," built for the groups users already belong to and those they have yet to discover.

Forum's feed surfaces conversations from a user's existing Groups instead of mixing them with posts from friends, Pages, and algorithmically recommended content. When logging in for the first time, users are asked what they want to see more of, suggesting the app will also surface posts from other Groups aligned with their interests. Any post made through Forum syncs back to the main Facebook app, and vice versa.

Users will need an existing Facebook account to sign in. The app supports anonymized usernames for public interactions, similar to the option already available on Facebook, though group administrators can still see the real identities behind those accounts.

Two AI features are available in Forum. The first, called "Ask," is said to pull answers from across a user's Groups so they don't have to search each community individually. The second is an AI-powered assistant for group moderators to help manage administrative tasks.

This is not Meta's first attempt at a standalone Groups product. The company launched a dedicated Facebook Groups app years ago before discontinuing it in 2017.

A comparison to Reddit has been drawn given the app's focus on niche community discussions, real-people recommendations, and question-and-answer style content. Forum is available on the App Store now.Tags: Facebook, Meta
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OpenAI has rolled out Computer Use for its Codex desktop app on macOS, and its latest trick is that your Mac doesn't even have to be unlocked for the coding agent to use your apps while you're away.


In a post on X, OpenAI Developers said users can now send Codex tasks from their phone and have it operate apps on their Mac "even when the screen is off and locked." A picture attached to the post shows a locked Mac displaying a "Codex is Using Your Mac" overlay with a prompt to press any key or click to unlock.

For the feature to work, the Computer Use plugin needs to be installed and granted Screen Recording and Accessibility permissions. After that, Codex can click through windows, type, navigate menus, and interact with the clipboard in apps that you explicitly allow.

OpenAI says the feature is useful for the types of things command-line tools can't easily reach, such as reproducing a GUI-only bug, changing app settings, or running a flow in a desktop app Codex is helping to build.

Codex asks for permission before operating each new app, and for those brave enough you can mark specific apps as "Always allow." OpenAI says the feature is unavailable in the European Economic Area, the UK, and Switzerland at launch, and it can't automate Terminal apps, Codex itself, or system-level admin prompts.


The update follows some other recent Codex additions, including a new "Appshots" feature that pulls a screenshot and text from a Mac app window into a Codex thread with a Command-Command shortcut, plus a new /goal mode that makes an agent keep working toward a milestone across hours or days.Tag: OpenAI
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The Sonos app is currently unavailable to download on the iPhone and Mac App Stores owing to a mysterious problem that the company is currently looking into.


The app disappeared as of about two hours ago, and the app's URL link currently throws up the message: "The page you're looking for can't be found," while a manual search in the App Store returns no results.

A red banner across the Sonos status page reads: "We have identified a problem with the Sonos App availability in the iOS / Mac App Stores and are working on a solution. You may experience issues downloading or updating the Sonos app from the App Store until this issue is resolved." The same page shows a major outage of Sonos Account, suggesting the problems are related.

The last info we had on the app's future came in a February Bloomberg report that said Sonos was preparing a major update that would aim to simplify navigation and introduce iPhone Lock Screen controls using Live Activities.

Those changes were supposed to be rolled out gradually "in the coming months," as part of a broader effort to rebuild confidence after the company's troubled 2024 software overhaul.

We'll update this story as soon as we know more.Tag: Sonos
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I spent two days at a substation connecting a major offshore wind farm to the grid. The control room featured three new AI-ready dashboards and a board mandate to “leverage machine learning for resilience.” It also had a maintenance laptop running Windows 7, literally taped to the inside of a cabinet because the Velcro had failed.
That laptop was the only device in the building that could still talk to the legacy protection relays guarding the grid connection. No patches since 2017. No EDR. No path to an agent-based security model.
I have walked into some version of this scene at energy utilities, automotive plants and pharma sites across sectors and borders for a decade. The dashboards change; the “forgotten” laptop stays. This is the massive visibility gap that no Large Language Model can close. According to the 2026 Dragos OT Cybersecurity Year in Review, fewer than 10 percent of OT networks worldwide currently have meaningful network monitoring in place. In 30 percent of last year’s incident response cases, investigations started not with a detection alert, but with someone on the plant floor noticing that “something seemed wrong.”
If you are a C-level leader planning an AI-driven security strategy, you need to realize: your strategy won’t fail because the AI isn’t smart enough. It will fail because your most critical telemetry never reaches it.
The inverted CIA triad: Where AI hallucinates risk
In IT, we prioritize confidentiality, integrity and availability. In OT — operational technology — the triad is flipped: availability is everything.
This inversion is where AI-driven security tools quietly break. A model trained on enterprise telemetry — HTTP, DNS and Windows event logs — will look at a Modbus or PROFINET segment and flag perfectly normal industrial traffic as an anomaly. If that AI is wired into an automated response playbook, you’ve built a system that can shut down a production line faster than any hacker.
During a simulation I conducted for a Tier-1 automotive supplier, I watched a SOAR platform attempt exactly this. The IT lead was thrilled by the “millisecond response time.” The plant manager went gray as he realized the AI had just simulated a six-figure-per-hour downtime event by isolating a critical PLC. In the industrial world, an automated “isolate host” command is often indistinguishable from a denial-of-service attack.
Passive monitoring vs. poking the controller
When I have evaluated OT monitoring platforms like Nozomi Networks, Claroty or Microsoft Defender for IoT, the technical differences often mattered less than one critical question: does this tool require active queries?
In a boardroom, “active scanning” sounds efficient. In a running plant, poking a 15-year-old Siemens S7-300 or a Rockwell Automation controller to extract metadata can cause the device to crash. I’ve seen half a shortlist eliminated because the vendors’ AI engines required active polling that the operations director refused to sign off on.
For AI to work in OT, it must be fed by passive network monitoring. You need the raw traffic from Level 0–2 of the Purdue Enterprise Reference Architecture, the layered model that defines the boundary between IT and OT systems. Without that telemetry, you are performing language modeling on an empty corpus. You aren’t seeing the S7Comm or DNP3 protocols that actually manage the physical world.
The crown jewels are simpler than you think
The projects I see succeed don’t start with a 300-page AI roadmap. They start with a ruthless focus on what I call the crown jewels.
I always ask plant managers the same question: which three processes can you absolutely not afford to lose for even an hour? At a power utility, it’s not the billing system; it’s the protection relays. At a pharma site, it’s a single fermentation line. At an automotive plant, it’s the welding cell that feeds the entire body shop.
Once you identify these, the AI scope collapses from “everything” to “the things that matter.” We then apply virtual patching to protect the unpatchable Windows 7 machines and segment the network so the smart coffee machine in the breakroom — which receives more security updates than the industrial robots — cannot reach the human-machine interface.
Here is the part that surprises most CIOs: the crown-jewel list is almost always shorter than the security team predicts and almost always longer than the operations team admits. At one site I worked with last year, security had counted 47 “critical” systems on a spreadsheet. The plant director, after twenty minutes of honest conversation, named six. The other 41 were important, but they were not crown jewels. They didn’t need real-time AI-driven anomaly detection. They needed monthly compliance reporting. Conflating those two requirements is how OT security budgets get burned without measurable risk reduction.
The culture shift: From phishing to physics
The most productive workshop I ran this year didn’t involve a single AI vendor. It was a tabletop exercise tracing a ransomware path from a phishing email to a contractor’s USB stick, then into the maintenance laptop and finally the PLCs.
We mapped it minute by minute. Minute zero: a procurement clerk opens an invoice attachment. Minute eight: the malware reaches the contractor’s laptop on the office network. Minute fourteen: the contractor plugs the same laptop into the maintenance VLAN to update HMI firmware, just as he does every Tuesday. Minute twenty-three: the ransomware encrypts the engineering workstation. Minute thirty-one: the operators notice the screens going dark, but production keeps running on the PLCs themselves — because OT controllers don’t need Windows to do their job. The illusion of normality holds for almost an hour. Then someone tries to push a setpoint change, and nothing happens.
That was the moment that changed the room. The production head had spent the morning asking why we needed yet another security project. Now he was asking how long until they could actually detect minute eight, before the contractor’s laptop ever touched the maintenance network. The IT lead, who had defended his “patch Tuesday at 2 a.m.” ritual for years, finally understood why that ritual is an impossibility in a facility that runs 24/7. Different vocabularies, same problem.
For the first time in any meeting at that site, an OT manager and an IT manager left the room with a shared incident timeline rather than a shared blame map. That’s what culture change in industrial security actually looks like — not a policy document, but a tabletop with enough specificity that nobody can hide behind their own jargon.
Bottom line for CIOs and CSOs
With nation-state actors like Volt Typhoon increasingly using “living off the land” techniques to embed themselves in critical infrastructure, as detailed in recent CISA advisories, the luxury of ignoring the factory floor is gone. AI can help us find these threats, but only if the telemetry is real. If you want AI to deliver real business value in industrial environments, the order of operations is non-negotiable.
First, inventory: map the floor, not the slides. Second, segmentation: kill the routes from the breakroom to the PLC. Third, passive telemetry: feed the AI with real industrial protocols from Purdue Levels 0–2. Then, and only then, layer the language model on top.
Skip these, and you’ve built a very expensive dashboard for a network you still cannot see.
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The “retro” way
“The thing about the old days is… they are the old days” – Slim Charles, The Wire
Protecting a specified network perimeter was the main focus of enterprise security strategy for several decades. Businesses made significant investments in firewalls, intrusion detection systems, endpoint security and segmentation controls, all of which were built on the premise that an organization would stay safe if attackers were prevented from accessing the network.
In a time when users, infrastructure and applications were mostly confined within well-defined borders, that assumption made sense but in today’s world, that environment no longer exists.
The proliferation of cloud computing, SaaS usage, hybrid work practices, microservices and API-driven connections have fundamentally transformed the structure of enterprise IT. Critical systems are now located outside conventional data centers and employees now authenticate outside trusted networks in BYOD scenarios. Vendors also integrate directly into internal systems, which means that identity is the most important control plane in modern settings.
Modern threat actors are no longer primarily burrowing through hidden technical flaws or circumventing perimeter measures in dramatic fashion; those were the old days. In recent times, they log in with stolen credentials, replayed session tokens or misused access grants. The ensuing breach may resemble legitimate user behavior because, from a system perspective, that is exactly what it is – “a legitimate user trying to sign in to carry out legitimate activities“.
This modern reality necessitates a rethinking of how cybersecurity leaders perceive risk.
The dissolution of the perimeter
As organizational workloads moved to the cloud, authentication became the key to accessing practically everything important: financial systems, collaboration platforms, customer data, intellectual property and administrative controls. Access is mediated less by network location than by identity assertions and authorization regulations, particularly in highly federated contexts. If an attacker successfully impersonates a trusted identity, many traditional safeguards offer minimal resistance with single sign-on systems that span several authentication planes.
Security programs that continue to prioritize perimeter resilience without making equal investments in identity integrity are effectively defending yesterday’s threat model and will get left behind.  This is because there has been a shift from asking questions about if threat actors can reach a network to asking if they can steal, manipulate or abuse identities that the system typically trusts.
What modern day breaches actually exploit
Consistent themes emerge from an examination of contemporary breach patterns. Initial access often results from credential stuffing attacks using previously used passwords, OAuth consent phishing that offers application-level permissions, adversary-in-the-middle frameworks that intercept authentication flows, or phishing efforts that harvest credentials. These attack methods do not use zero-day exploits nor sophisticated malware in many cases as they exploit weaknesses in how identities are verified and how sessions are managed.
Once in the environment, attackers use poorly monitored service accounts, excessive privileges or incorrectly configured role assignments to advance laterally after authentication. Opportunities for persistence are created by service accounts with broad permissions, but little control and sessions can also be replayed, no thanks to token sessions that are independent of device context.
Here, breaches occur as a result of manipulation of trust relationships ingrained in identity systems.
MFA limitations
An essential and significant advancement in enterprise security was made with the broad use of multi-factor authentication. The idea that multi-factor authentication (MFA) has definitively resolved identity compromise, however, is more a reflection of overconfidence than of reality.
In reality, protection offered and authentication strength depends heavily on implementation details and type. Push-based MFA can be manipulated through MFA fatigue tactics, in which repeated prompts pressure users into approving malicious requests. Adversary-in-the-middle kits proxy authentication flows in real time, capturing session cookies after successful MFA validation with some phishing kits like Starkiller using live pages in recent times as against static ones which can easily be detected.
OAuth-based phishing circumvents password-centric safeguards altogether by convincing users to provide application authorization and users can be socially engineered to go through with this.
Privilege as the multiplier of damage
Initial access does not always result in disastrous consequences as what the identity that has been compromised is permitted to do determines how serious a breach is. Regrettably, many businesses have a big permission debt that has been built up over years of convenience-driven choices. Some practices are typically seen in IT environments; broadly assigned privileged roles which are infrequently reviewed, temporary access granted for operational expediency may never be revoked and service accounts sometimes retain expansive rights without adequate monitoring as mentioned above.
These practices create environments in which a single compromised credential can expose sensitive data, disrupt operations or enable financial fraud.
The principle of least privilege (POLP) is widely endorsed across the industry, yet it remains unevenly implemented in practice. Establishing just-in-time access models, enforcing approval-based privilege elevation and conducting continuous access reviews demand sustained coordination between security teams, IT operations and business stakeholders, which can be operationally complex and “politically” sensitive. However, without this discipline, a single compromised identity can carry far greater impact than necessary. Identity security therefore extends well beyond authentication mechanics and must be treated as a governance issue rooted in deliberate, consistently enforced privilege management.
Elevating identity monitoring to a core security function
With Extended Detection and Response (EDR) solutions, many companies have advanced their endpoint detection and network monitoring capabilities; yet, identity-related telemetry frequently receives relatively less attention, and it is becoming more and more difficult to defend this disparity.
Early indicators of compromise such as anomalous login behavior, impossible or atypical travel patterns, suspicious mailbox rules, unusual OAuth grants and rapid privilege escalations frequently provide early indicators of compromise. Understandably, organizations are focused on ransomware attacks, data exfiltration and leakages, however, these identity-based signals must be collected, correlated and acted upon with the same seriousness and deftness as malware detections. If thresholds are misconfigured or alerts are treated as secondary noise, identity-based attacks can persist undetected while appearing operationally normal.
Given that valid credentials are now central to many breach scenarios, identity logs should be treated as primary forensic evidence rather than supplementary context. Security operations centers that elevate identity monitoring to a strategic priority are better positioned to detect and contain misuse before it escalates.
Realigning security investment around identity risk
The allocation of resources and executive supervision are affected when identity is identified as the main attack surface. Since they constitute the fundamental defensive architecture of a cloud-first enterprise, investments in more robust authentication techniques, hardware-backed credentials, conditional access policies that take contextual risk signals into account, and strict privilege management frameworks should not be seen as incremental enhancements.
The congruence of business procedures and security controls is equally significant. Identity compromise must be seen as a possibility in financial workflows, administrative approvals and vendor integrations. Processes that are designed with enforced verification, separation of duties and anomaly detection in mind further reduce the possibility that a single credential will cause disproportionate harm
Conclusion
To conclude, where risk lies has been subtly reshaped by the development of enterprise IT and the use of cloud and hybrid environments. Decisions about authorization and authentication now have to be taken on a daily basis to safeguard the most important assets. When those choices are subject to manipulation or abuse, the repercussions affect not just individual accounts but spill over across the enterprise.
Exploiting the trust that businesses have built into identity systems is more common in modern breaches than dramatic technical intrusions as previously discussed. Operationally, identity must be treated as the main attack surface and companies who acknowledge this reality and design their environments appropriately will be more equipped to handle the current threat landscape, rather than the one they initially intended to protect.
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The U.S. Department of Justice (DoJ) on Thursday announced the arrest of a Canadian man in connection with allegedly operating a distributed denial-of-service (DDoS) botnet known as Kimwolf. In tandem, Jacob Butler (aka Dort), 23, Ottawa, Canada, has been charged with offenses related to the development and operation of the botnet. Kimwolf is assessed to be a variant of AISURU. "KimwolfView the full article
Google is expanding the role of its CodeMender security agent from autonomous vulnerability remediation toward a larger agentic development ecosystem, signalling a broader push toward AI-driven AppSec.
Months after introducing CodeMender, an AI-powered agent designed to autonomously identify and patch software vulnerabilities, Google is now integrating the technology into its expanding Agent Platform strategy unveiled at Google I/O 2026.
The shift suggests that CodeMender may no longer be just a standalone remediation tool. Instead, it appears to be positioned as part of a broader ecosystem of enterprise AI agents capable of navigating software development, security, validation, and operational workflows with limited human intervention.
“Embedding CodeMender into Agent Platform with identity, gateway, and observability components all included leads me to believe that Google thinks the enterprise doesn’t or will not trust autonomous remediation as a point solution, but rather as part of their governed infrastructure,” said Chris Steffen, vice president of research at Enterprise Management Associates. “So this isn’t just a product update; it is very likely a strategy pivot.”
Launched as a standalone vulnerability remediation agent
When Google DeepMind unveiled CodeMender in October 2025, the company presented it as an autonomous security remediation system capable of debugging and fixing vulnerabilities in massive open-source codebases.
According to Google, the agent had already generated and submitted dozens of security patches across projects. “Over the past six months that we’ve been building CodeMender, we have already upstreamed 72 security fixes to open-source projects, including some as large as 4.5 million lines of code,” the company had said at launch.

The agent was said to be using Gemini reasoning models to analyze vulnerabilities, generate fixes, validate patches, and test whether proposed remediation introduced regressions before surfacing them to developers.
At the time, Google framed the technology primarily as a response to the growing burden of software vulnerability management. “Software vulnerabilities are notoriously difficult and time-consuming for developers to find and fix,” it had said.
However, Google hasn’t revealed anything about how CodeMender has been doing since launch. “It’s early yet, and I am sure they will release performance data at some point,” Steffen reflected. “As it stands right now, there is no published data on false positive rates, regression rates, or fix accuracy on proprietary codebases.”
But Steffen believes that data will come soon because enterprises will ask for these metrics before seriously considering adoption.
Now integrated into broader Agent Platform strategy
Before flashing a report card, Google started sketching the bigger blueprint. Its latest Agent Platform announcements at I/O 2026 indicate the company may now be thinking about CodeMender in much broader operational terms.
Google said it is integrating CodeMender into Agent Platform, adding that the integrated capabilities will be “available soon” to its enterprise customers. “Leveraging Agent Platform capabilities and advanced Gemini models, CodeMender autonomously identifies vulnerabilities within your code,” the company added.
The Agent Platform, also called the Gemini Enterprise Agent Platform, is essentially Google’s infrastructure stack for building, deploying, orchestrating, governing, and managing autonomous AI agents across enterprise workflows.
Responding to whether the integration signals a shift toward AI-native software security pipelines, Steffen said, “Absolutely — and it’s structural, not cosmetic. There is absolutely no question that AI can now discover vulnerabilities faster than humans can remediate them, and it makes an AI-native pipeline a necessity, not a ‘nice to have’.”
Still, substantial trust and governance questions remain.
Autonomous remediation tools could introduce faulty fixes or regressions if validation misses edge cases, while enterprises may remain wary of giving AI agents unsupervised access to sensitive codebases.
CodeMender’s launch emphasis on validation, testing, and workflow orchestration suggests that Google recognizes those concerns, and may now be attempting to position CodeMender not as a fully independent actor, but as a tightly governed participant inside larger enterprise development pipelines.
While breaking the integration news at I/O, Google reiterated that everything will happen “with your approval.” “This entire process automates secure deployment while ensuring your developers retain control,” the company reassured.
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The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Thursday added two security flaws impacting Langflow and Trend Micro Apex One to its Known Exploited Vulnerabilities (KEV) catalog, citing evidence of active exploitation. The vulnerabilities in question are listed below - CVE-2025-34291 (CVSS score: 9.4) - An origin validation error vulnerability in Langflow that couldView the full article
Cisco has rolled out updates for a maximum-severity security flaw impacting Secure Workload that could allow an unauthenticated, remote attacker to access sensitive data. Tracked as CVE-2026-20223 (CVSS score: 10.0), the vulnerability arises from insufficient validation and authentication when accessing REST API endpoints. "An attacker could exploit this vulnerability if they are able to sendView the full article
Apple is rumored to be adding an AI feature for creating shortcuts with natural language to the Shortcuts app in iOS 27, but MacStories' Federico Viticci has a clever AI tool for making shortcuts that you can use today.


Shortcuts Playground is a plugin for Claude Code and OpenAI Codex that can create shortcuts for the Apple Shortcuts app using natural language input. It's set up to let users type in a short sentence requesting a shortcut, with the final version output to Finder and ready to upload to Apple's Shortcuts app in a few minutes.

Viticci made Shortcuts Playground free and open source, and the plugin is available from GitHub. Viticci provided detailed documentation on how it works, plus anyone can inspect the code. While Claude Code or Codex can correct errors during the shortcut creation process, Viticci warns that shortcuts generated are not guaranteed to be 100 percent accurate, and users should always check the AI's work.

To get Shortcuts Playground, give Claude Code or OpenAI Codex a link to the GitHub repo, and the agent will find the plugin marketplace and install it. Viticci has several example shortcuts, including one that remembers the location of a parked car and guides the driver back to it, and another that adjusts several display settings at night while also turning on a Focus mode.

Club MacStories+ and Premier members can get Shortcuts Playground as a generative shortcut. Once the main plugin is installed on a Mac, there's an option to make more shortcuts using a shortcut and install them directly on an iPhone, iPad, or Mac.

Viticci is also debuting a redesigned MacStories Shortcuts Archive that features over 400 pre-built shortcut options. More information on Shortcuts Playground can be found on MacStories.Related Roundup: iOS 27Tag: MacStories
This article, "Don't Want to Wait for iOS 27? Shortcuts Playground From MacStories Generates Shortcuts Using AI" first appeared on MacRumors.com

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Apple today released a new update for Safari Technology Preview, the experimental browser that was first introduced in March 2016. Apple designed ‌Safari Technology Preview‌ to allow users to test features that are planned for future release versions of the Safari browser.


‌Safari Technology Preview‌ 244 includes fixes and updates for Accessibility, Animations, CSS, Forms, HTML, Images, JavaScript, MathML, Media, Networking, Rendering, SVG, Scrolling, Security, Storage, Web API, Web Extensions, Web Inspector, WebAssembly, WebGL, and WebGPU.

The current ‌Safari Technology Preview‌ release is compatible with machines running macOS Sequoia and macOS Tahoe, the newest version of macOS.

The ‌Safari Technology Preview‌ update is available through the Software Update mechanism in System Preferences or System Settings to anyone who has downloaded the browser from Apple's website. Complete release notes for the update are available on the Safari Technology Preview website.

Apple's aim with ‌Safari Technology Preview‌ is to gather feedback from developers and users on its browser development process. ‌Safari Technology Preview‌ can run side-by-side with the existing Safari browser and while it is designed for developers, it does not require a developer account to download and use.
This article, "Apple Releases Safari Technology Preview 244 With Bug Fixes and Performance Improvements" first appeared on MacRumors.com

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There are multiple companies making bird feeders with AI identification that send you pictures and info on the birds visiting your home, and Birdfy is one of the better-known brand names. I've reviewed and regularly use multiple Bird Buddy products, so when Birdfy asked if I wanted to give their bird feeders a look last winter, I said yes.


Birdfy has a lot of bird feeder options at different prices, along with camera-equipped bird baths and bird houses. I've been testing the standard Birdfy Feeder ($170 with solar panel and lifetime AI included), the Birdfy Feeder 2 Duo ($360), and the Birdfy Bath Pro (currently $280) for the past five months, so I'm very familiar with the product options and the Birdfy software, which is a major factor when choosing a smart product.


Birdfy products record bird visits, providing AI species identification and photos and videos that you can watch. You just need to put them in a spot that gets a decent Wi-Fi signal to view the birds that are coming to your area.

Birdfy Feeder

The Birdfy Feeder is a good starting point for someone new to bird feeders. There's a cheaper model that starts at $80, but the Birdfy Feeder has a 2K high-definition camera and an option to buy it with lifetime AI bird identification.


The lower-priced Birdfy options can be purchased with or without a solar panel, and I think the solar panel is worth getting. It's an extra $40, but as long as your feeder is somewhere with partial sun, the solar panel provides enough power to prevent the camera from having to be manually charged.

My Birdfy Feeder is in a spot with morning and afternoon sun, and it has never dipped below a 90 percent charge. I have the other Birdfy feeder in a wooded area, also with solar panel, and it hovers at about 50 percent battery. I had to charge it once in the winter, but I haven't needed to do so again.

The solar panel that comes with the Birdfy Feeder is not attached to the feeder itself, so it can be positioned a couple of feet away if necessary. There are pros and cons to that setup compared to the Bird Buddy, where the solar panel is on the roof of the feeder. The Bird Buddy is a more compact, all-in-one design with no extra cords, and I prefer that look. The Birdfy solar panel is larger and more versatile, but it's also more visible and there is a cable to contend with.


While the Bird Buddy hangs or can be mounted, Birdfy's feeders are all meant to be mounted to a pole, tree, wall, or post. There's no loop for hanging one up, and feeder designs don't work for hanging. Birdfy includes multiple mounting options, which is nice, but also more complicated than the Bird Buddy.

There are a lot of components in the box, and for someone that just wants to put up a bird feeder and connect to an app, Birdfy products might feel overwhelming. I've gifted a Bird Buddy to older family members and it's been a hit, but I'd be more hesitant to gift the Birdfy to those same people.

Unless you live somewhere with no tree-climbing seed-loving creatures, mounting to a tree with the included tree straps isn't ideal because it makes access too easy.


Mounting on a wall or a post can work, but my squirrels will climb the side of my house to leap over to bird feeders. I like hanging feeders like the Bird Buddy because I can put them on a pole with a baffle without a hassle and keep them away from squirrels. Birdfy also supports pole mounting, but it uses adjustable metal hose clips that take longer to install.

I can't put the Birdfy Feeder on one of the hanging branches because of its design, so it has to be on the pole itself just above the baffle that I have. It's sturdy and works fine. All of the mounting options work in the same way, in that you install a metal plate that the Birdfy Feeder then attaches to. That lets you remove it without having to unmount it for cleaning, filling, and charging.


The Birdfy Feeder has a simple design where the seed goes into a reservoir at the sides of the camera, which is in the middle of the feeder. The top pops up so you can fill it, and it holds a good amount of seed. I fill it about once a week, and I have a lot of birds visiting.

The roof keeps the seed dry for the most part, and there is an included perch for the birds to land on. The camera slots into the feeder, and then the solar panel plugs in at the back of the camera (if you have the solar panel). If you don't have a solar panel, you take the Birdfy Feeder off the mount and charge it with USB-C.


Birdfy uses white plastic for the standard Feeder I tested (with blue or yellow accents), though there are wood options for those that prefer that look. The plastic has held up well so far through rain, sun, and freezing temperatures over the winter, and Birdfy says it's IP65. Since the Feeder can be removed from the mount, it's simple to clean. Bird feeders need to be cleaned every two weeks or so, and I typically rinse them in hot water, spray them with alcohol, give them a bit of a scrub where necessary, rinse again, and let them dry. Refilling the seed is simple, and I don't even take it down for that. I just need to pop open the roof and pour the seed in. I do wish Birdfy included a seed pouring device like the Bird Buddy does, but a measuring cup or a 3D-printed solution works fine.


The camera in the Birdfy Feeder is 2K, and the image quality is on par or better than the Bird Buddy. I get clear images and videos, but the camera doesn't handle direct sun well, so when it's sunny, video quality suffers. I don't think the Birdfy Feeder has the best video I've seen from a camera, but it's similar to the Bird Buddy and my outdoor security cameras.

I don't have many night visits from birds, but there are night vision modes. There's an infrared mode for black and white recording, or a mode that uses white light to provide illumination for recording in color. Neither mode is very clear, so it's just a matter of whether you'd prefer to have more detail in infrared mode or color with less detail.

Birdfy Feeder 2 Duo

The Birdfy Feeder 2 Duo has a different design than the Birdfy Feeder, and it's expensive, so this is an upgrade version for someone who loves bird watching. The Duo has two cameras instead of one, with three lenses between them. One camera is located in the center and it has a wide-angle lens and a close-up portrait lens, while another camera captures side angles.


The portrait camera is 2K and some bird shots come out crisp and vivid, and I've also been happy with the wider-angle videos and images. Photo and video quality depend on the lighting conditions, connection, the length of time a bird stays, when the camera captures the shot, whether the lens is clean, and the weather conditions outside, so results are always variable with all of my bird feeders.


Getting multiple angles is fun, because if one camera doesn't pick up a bird, it's likely going to get captured from the other camera. It's ideal for birds that tend to stick to the sides of the feeder and just flit in to grab a quick seed. My Bird Buddy is unable to capture visits when the bird is not in the center of the feeder.


I wish that at the $360 price point, the camera quality was even better. Videos come out well and look good for the most part, but the portrait lens is not as crisp as I would have hoped.


Seed goes in a hopper that splits around the central camera. The lid flips open and the seed is poured inside, and it fills the feeder tray. The tray has bars at the bottom that can prevent larger birds from getting to the seed, and some people use those kinds of barriers on bird feeders to cut down on mess.


The Birdfy Feeder 2 Duo is made of plastic, but it is black and green, so it blends in better outside. It too has held up well through the winter, and it has IP66 water and dust resistance rating. It mounts the same way as the Birdfy Feeder, with multiple mounting options. I tried this one strapped to a tree to begin with, but it was too easy for squirrels to reach, and they ate all the seed. They also chewed through the USB-C cable that connects the cameras to the solar charger, and I had to get a replacement. I moved it to a bird feeder pole with a baffle that's a good eight feet from trees, and the squirrels can no longer reach it.


The solar panel for the Birdfy Feeder 2 Duo is a separate component, and it connects to the feeder with a USB-C cable. To power more than one camera, it uses a split USB-C cable. I have the feeder in a spot with little direct sunlight, and I have had to manually charge the cameras twice. Since they charge over USB-C, I bring a USB-C battery pack out and charge them at the feeder, but it's also easy to remove the feeder from the bracket that holds it in place for charging and cleaning.

Bird Bath Pro

I first put the Bird Bath Pro out in December, and I thought it was a failure. I had no bird visits for the first two months it was outside, but when spring came, it became a wildlife favorite.


While I do occasionally see birds taking a bath in the Bird Bath Pro, it's used more often as a drinking fountain. Even though the bird bath is next to a fountain and also close to my pond, it is the preferred drinking spot for every creature nearby.


The crows that come to my house like to take a mouthful of food, spit it into the bird bath, and eat it like bird cereal. A raccoon that comes by every night drinks from it, as does a local fox. The squirrels are especially fond of the bird bath and drink from it every day.


The Bird Bath Pro is made from plastic, and it has an optional base that you can get from Birdfy. I thought it might be a little low, but it's a height birds seem to like. It holds maybe an inch of water, or a little more if I fill it to the top. A built-in solar-powered fountain comes on when the sun is out to move the water, which prevents mosquitoes.


I don't see the fountain run when it's not in direct sunlight, so it's not on all the time. I'd like to see it run more often, but it seems to be designed to work only some of the time. The birds will use it either way. There is a filter in the fountain part of the Bird Bath Pro to keep the mechanism from getting jammed up with debris, and that should be replaced or cleaned regularly. Speaking of the fountain, there are interchangeable nozzles with different spray patterns to choose from. I use the flower that has gentle water movement.


The Bird Bath Pro tends to get dirty quickly, so I wipe it out and change the water every other day. Other than the cleaning and the filling, it doesn't take much more work, and I think I like it even more than my bird feeders.


Like the other Birdfy cameras, it struggles somewhat in direct sun and the image gets washed out. It's also not crystal clear because birds don't stay still for glamour shots, but I enjoy the photos and videos.


Setting up the Bird Bath Pro is simpler than setting up the cameras, because it's mostly all one piece. The camera fits into a slot in the bird bath, and then it's ready to go. No attaching it to a pole with clips or straps, and the filter and fountain parts are easy to figure out.

Birdfy App

All of the Birdfy products use the Birdfy iOS and Android app for bird identification and visit alerts. The Birdfy app works, but I think it's confusingly designed and not as intuitive as the Bird Buddy app. It's used for everything from setup to viewing bird images.

I did not like the Birdfy setup process. It's the standard connect, enter Wi-Fi password, and add to app system that most products use, but when you put the Birdfy cameras into pairing mode, they beep incessantly until successfully paired. It was by far the most irritating setup process I've ever gone through just because of the noise. Once connected to Wi-Fi, Birdfy's devices work fine, and I haven't had interruptions in service.


The app opens to a Home section that shows a view of each Birdfy camera, and you can tap in to see captured moments or get to a live view. Tapping into a camera provides an overview of the day with a readout of the total number of bird visits and the bird visits by species. Scrolling down lets you watch all of the videos for the day, and if you keep scrolling, you can swap to prior days. There's also a calendar icon you can use to get to previous recordings.

Birdfy's app gets a lot of birds right, but it makes errors regularly and there are some fleeting visits where it can't identify the bird type. As I'm writing this review, I've had 47 visits, some of which involved more than one bird at a time. The app correctly identified 38 birds, but marked 14 unknown. Two birds were incorrectly identified. It called a house finch a canyon towhee (despite correctly identifying finches the rest of the time), and marked a white-breasted nuthatch as a brown-headed nuthatch.

Yesterday, I had 73 visits. Of those visits, 12 were unidentified, one house finch was misidentified as a canyon towhee again, and a tufted titmouse was incorrectly named an oak titmouse. It's not able to identify crows, and it sometimes struggles with the raccoons and squirrels that visit the bird bath. I can tell when it's wrong because I know the local birds by sight, but misidentification is a bigger problem for users that aren't aware of what's around. On the plus side, it's right much more often than it's wrong, and it is able to tell male or female for some birds. Birdfy says it is able to identify over 6,000 bird species.


The camera does not use AI to decide when to record. If it detects motion, it records. It will pick up people walking by and other random movement. Unlike the Bird Buddy, it does send a notification for every bird visit, and that's a lot of notifications.

I wish there was an option for daily highlights instead of a notification for each visit. I can exclude certain types of birds in the app, but since it sometimes misidentifies birds, I don't want to do that. I mostly ignore the notifications now though, since I'm getting 50+ per day. The Bird Buddy sends occasional postcards from the best bird visits, and I think that's a much better way to do it.

Birdfy does have a useful recap feature, but it's not obvious. You need to tap on your profile and then tap on Highlight. It opens a recap on the web rather than in the app, which is a weird choice. It gives an overview of everything that visited in a day, and lets you know when you've had a certain type of bird visit for the first time. You also get overall monthly recaps.

There is no fee for the Birdfy AI if you buy it upfront with the camera. Cameras with "lifetime" AI are around $20 higher, and I think that's worthwhile not to have a subscription. You get free AI, 5GB storage, and 20-second video recordings that are kept for a month, but you can also pay for a subscription for expanded cloud storage.

The $6.99/month Plus plan keeps videos for 60 days and expands recordings to 30 seconds each, plus it provides 20GB storage and 15 percent off Birdfy products. There's also a Bird Data feature for visit statistics, activity patterns, and time-of-day analysis. Since the Plus plan only extends recordings by 10 seconds and it is limited to two Birdfy devices, it doesn't seem like a good value. It makes more sense to pay for AI access when making an initial purchase and doing without the extra features. Birdfy does have a 50 percent discount for those who bought the lifetime AI, but the device limit still doesn't feel worth it even at $3.50/month.

Local storage is not an option as an alternative to cloud storage, but video clips and images can be downloaded and shared.

Bottom Line

Smart bird feeders can feel repetitive because most people get the same birds with the exception of seasonal migration, but it's still fun to see the antics that the regulars get up to. I have bird spats, bird couples that come in pairs and check in often, little wrens that like to carry around large peanuts, and silly doves that like to just sit on the food. It's also always a treat to see colorful bluebirds and goldfinches that I don't get as often as cardinals, mourning doves, and sparrows.


Birdfy has an extensive product line with different feeder styles and multiple price points, which makes it easy to recommend. The app and the setup are not as simple as the Bird Buddy and I'd be a little hesitant to get a Birdfy Feeder as an option for someone who isn't app and iPhone savvy, but it's not impossible to figure out.

For any bird watcher that can figure out an app that's somewhat convoluted, it's a fun product for keeping tabs on what's around your home. There are lifetime AI options that don't require a subscription, and the AI had a good (but not perfect) accuracy rating in my testing. The feeders are easy to fill and clean because they all use the same easy-access mount, but there is no hanging option and that makes them a target for squirrels and other critters depending on location.

The standalone solar panels are useful for finding just the right sun spot for charging, though it does introduce extra cabling to deal with compared to an all-in-one solution.

Of the Birdfy products I tested, I liked the Bird Bath Pro best. It's been a hub of activity, and it provides a look at birds doing something other than eating. If you live somewhere that you can't have bird feeders (like somewhere with rat or mouse concerns), the Bird Bath Pro is a product that will still let you see local birds.

How to Buy

Birdfy's products can be purchased from the Birdfy website. The Birdfy Feeder is $170 for the lifetime AI and the solar panel, the Birdfy Feeder 2 Duo with three lenses is $360, and the Bird Bath Pro is priced at $280 for the version with lifetime AI and an included stand. The stand-free model is $200.

Note: Birdfy provided MacRumors with a Bird Bath Pro, Birdfy Feeder, and Birdfy Feeder 2 Duo for the purpose of this review. No other compensation was received.
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A critical vulnerability in the on-premises version of the Cisco Secure Workload security platform could allow a threat actor to obtain the privileges of a site admin, enabling them to compromise endpoints and read or modify configuration data.
“CSOs need to drop what they are doing and patch this immediately,” warned consultant Robert Enderle, who heads the Enderle Group. “Cisco Secure Workload manages zero trust, micro-segmentation, and enterprise-wide network visibility. If an attacker controls the platform that dictates your security policies, they effectively own the map and the keys to your entire network kingdom.”
“This is the absolute worst-case scenario,” he added. “Because of how vital this platform is to large enterprises, threat actors will be aggressively scanning for unpatched API endpoints to exploit.”
The urgency of addressing this immediately was echoed by Fred Chagnon, principal research director at Info-Tech Research Group. An attacker could modify or dismantle an enterprise’s security policies, he pointed out, effectively opening doors within the environment that were deliberately closed.
‘Blast radius could be significant’
“Because this access operates at the site admin level and crosses tenant boundaries,” he added, “the blast radius in a multi-tenant deployment could be significant, potentially exposing or compromising workloads and data belonging to multiple business units or customers.”
Cisco assigned this flaw (CVE-2026-20223) a maximum CVSS score of 10.0 because it allows an unauthenticated, remote attacker to bypass authentication entirely. By sending a crafted HTTP request to an internal REST API endpoint, the threat actor instantly gains site admin privileges.
In its advisory, Cisco says this hole is due to insufficient validation and authentication when accessing REST API endpoints. 
There are no workarounds; the only solution is to install software updates to address this vulnerability, which Cisco “strongly recommends.” Systems running version 4.0 should upgrade to 4.0.3.17. Those with version 3.10 should upgrade to version 3.10.8.3, while those still on version 3.9 and earlier should migrate to a newer, fixed release.
The vulnerability affects Secure Workload Cluster Software in both SaaS and on-prem deployments, regardless of device configuration, but only affects internal REST APIs, and doesn’t impact the web-based management interface. However, only those using the on-prem version need to act; Cisco has already patched the SaaS product.
As of Wednesday, Cisco wasn’t aware of malicious use of the vulnerability.
‘Treat it as an active threat’
The good news, Chagnon said, is that Cisco’s own security team discovered and disclosed this vulnerability, publishing a patch at the same time as the advisory. And, he added, there are no known signs of exploitation in the wild, and no public disclosure preceded Cisco’s own announcement.
While the SaaS version of the platform has already been patched by Cisco, he said, admins running Cisco Secure Workload on-premises shouldn’t treat this as something to be fixed during routine patch cycle. “Given the nature of this vulnerability, a perfect CVSS score, no authentication required, and no available workarounds, organizations should treat this as they would an active threat,” he said. 
This is not the only critical bug that Cisco admins have faced recently, but it’s the highest rated in severity. In April, admins had to replace an identity provider certificate in Webex Control Hub as part of a fix to address a vulnerability rated 9.8 in severity. In January, patches were released to close a critical remote code execution vulnerability in Unified Communications Manager, Unity Connection, and Webex Calling Dedicated Instance. And in December, Cisco warned that a China-linked hacking group was actively exploiting a zero day vulnerability in its Secure Email appliances.
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Microsoft released emergency fixes for two zero-day vulnerabilities in the malware protection components of Microsoft Defender. The flaws allow local attackers to gain system-level privileges or cause the anti-malware service to stop working correctly.
Both conditions are valuable in a malware attack, first to prevent detection if the system relies only on Microsoft endpoint protection and second to gain full control over the system.
On Wednesday, the United States Cybersecurity and Infrastructure Security Agency (CISA), added the two vulnerabilities, tracked as CVE-2026-41091 and CVE-2026-45498, to its Known Exploited Vulnerabilities (KEV) catalog, signaling that exploitation was detected in the wild.
Security experts report that the two flaws are behind the RedSun and UnDefend exploits published last month on GitHub by a disgruntled researcher who calls themselves Nightmare Eclipse. While plausible, Microsoft has not mentioned those exploit names in its advisories for these two vulnerabilities.
The privilege escalation flaw, CVE-2026-41091, is located in mpengine.dll, the Microsoft Malware Protection Engine (MPE) component that handles file scanning, malware detection, and cleaning in several Microsoft anti-malware products: Microsoft Defender, Microsoft System Center Endpoint Protection, Microsoft System Center 2012 R2 Endpoint Protection, Microsoft System Center 2012 Endpoint Protection, and Microsoft Security Essentials.
The vulnerability is described as an improper link resolution before file access issue. In other words, it’s related to a link- or shortcut-following routine that has unintended consequences. The flaw is rated with a CVSS score of 7.8, meaning high severity.
The other vulnerability, CVE-2026-45498, is in the Microsoft Defender Antimalware Platform (MsMpEng.exe), which along with a series of kernel-mode drivers, is responsible for real-time monitoring and protection. As with MPE, this component is used by Microsoft’s other endpoint protection products.
Although Microsoft issues updates for malware definitions three times per day, platform components such as mpengine.dll and MsMpEng.exe are updated only once per month or as needed.
Customers are advised to manually trigger a check for updates in their respective product and check that they are running version 1.1.26040.8 or newer of the Malware Protection Engine and version 4.18.26040.7 or newer of the Microsoft Defender Antimalware Platform. The Malware Protection Engine update also fixes a remote code execution vulnerability tracked as CVE-2026-45584, but this flaw has not been publicly disclosed or exploited.

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Apple today formally asked the U.S. Supreme Court to review the series of rulings that led to changes to App Store linking rules and fees in the United States.


In 2021, Apple largely won its legal dispute with Epic Games, but Judge Yvonne Gonzalez Rogers ordered Apple to relax its anti-steering rules and let developers link to alternate payment options in apps. Apple complied, but charged a 12 to 27 percent fee on link-outs instead of its standard 15 to 30 percent fee. When taking into account fees from payment processors, there was little to no discount to developers, and few opted in. Apple also restricted button design, limiting developers to a single plain text link.

‌Epic Games‌ went back to Gonzalez Rogers and said Apple was in violation of the court's order, and she agreed. In April 2025, she found Apple in contempt of court for willfully violating that 2021 injunction. Apple was then barred from collecting any fees on links in the U.S. ‌App Store‌, and it has collected no money for link-outs in third-party apps since then.

Apple appealed, and the Ninth Circuit Court of Appeals agreed Apple was in contempt of court, but said Apple should be able to charge a reasonable fee for its intellectual property. Apple does not want courts deciding the fees it is able to collect, so it is now asking the Supreme Court to hear the case.

Apple has two main issues with the appeals court ruling. First, Apple says holding it in civil contempt was not appropriate because the original injunction did not prevent it from charging developers a fee when linking to third-party payment options. The district court and the appeals court agreed that Apple violated the "spirit" of the injunction by charging a high fee. Apple argues that prior court decisions have only held a party in civil contempt when an order has been "clearly and unambiguously" violated. A contempt ruling based on "spirit" is a "recipe for abuse," Apple says.

As it has done in several other court filings, Apple also cites Trump v. CASA, a ruling that said lower courts do not have the authority to issue universal injunctions to block nationwide policies. Apple says the court ruling requiring it to drop fees for all developers goes far beyond the scope of the ‌Epic Games‌ case, and any relief ordered by the court should be limited to ‌Epic Games‌.

According to Apple, the contempt ruling based on "spirit" and the order applicable to all developers "have combined to create an injunction that may reshape the global app marketplace."

Apple wants the appeals court ruling thrown out entirely, with no court input on the fees that it charges. Failing that, Apple argues any order should be applicable only to ‌Epic Games‌ and not to all developers who offer apps through the U.S. ‌App Store‌.

‌Epic Games‌ and Apple agreed to an expedited schedule and Apple's petition will be considered on June 25. Apple expects a decision on whether the Supreme Court will hear the case by the time the justices recess for the summer in late June or early July.

Apple previously asked the Supreme Court to weigh in on its legal fight with ‌Epic Games‌ in January 2024, but the justices declined to hear the case. Justice Elena Kagan also recently denied Apple's request for a stay of the fee calculation mandate while Apple waits to hear from the Supreme Court.Tags: App Store, Epic Games, Epic Games vs. Apple
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Canadian authorities on Wednesday arrested a 23-year-old Ottawa man on suspicion of building and operating Kimwolf, a fast spreading Internet-of-Things botnet that enslaved millions of devices for use in a series of massive distributed denial-of-service (DDoS) attacks over the past six months. KrebsOnSecurity publicly named the suspect in February 2026 after the accused launched a volley of DDoS, doxing and swatting campaigns against this author and a security researcher. He now faces criminal hacking charges in both Canada and the United States.
A criminal complaint unsealed today in an Alaska district court charges Jacob Butler, a.k.a. “Dort,” of Ottawa, Canada with operating the Kimwolf DDoS botnet. A statement from the Department of Justice says the complaint against Butler was unsealed following the defendant’s arrest in Canada by the Ontario Provincial Police pursuant to a U.S. extradition warrant. Butler is currently in Canadian custody awaiting an initial court hearing scheduled for early next week.
The government said Kimwolf targeted infected devices which were traditionally “firewalled” from the rest of the internet, such as digital photo frames and web cameras. The infected systems were then rented to other cybercriminals, or forced to participate in record-smashing DDoS attacks, as well as assaults that affected Internet address ranges for the Department of Defense. Consequently, the DoD’s Defense Criminal Investigative Service is investigating the case, with assistance from the FBI field office in Anchorage.
“KimWolf was tied to DDoS attacks which were measured at nearly 30 Terabits per second, a record in recorded DDoS attack volume,” the Justice Department statement reads. “These attacks resulted in financial losses which, for some victims, exceeded one million dollars. The KimWolf botnet is alleged to have issued over 25,000 attack commands.”
On March 19, U.S. authorities joined international law enforcement partners in seizing the technical infrastructure for Kimwolf and three other large DDoS botnets — named Aisuru, JackSkid and Mossad — that were all competing for the same pool of vulnerable devices.
On February 28, KrebsOnSecurity identified Butler as the Kimwolf botmaster after digging through his various email addresses, registrations on the cybercrime forums, and posts to public Telegram and Discord servers. However, Dort continued to threaten and harass researchers who helped track down his real-life identity and dramatically slow the spread of his botnet.
Dort claimed responsibility for at least two swatting attacks targeting the founder of Synthient, a security startup that helped to secure a widespread critical security weakness that Kimwolf was using to spread faster and more effectively than any other IoT botnet out there. Synthient was among many technology companies thanked by the Justice Department today, and Synthient’s founder Ben Brundage told KrebsOnSecurity he’s relieved Butler is in custody.
“Hopefully this will end the harassment,” Brundage said.
An excerpt from the criminal complaint against Butler, detailing how he ordered a swatting attack against Ben Brundage, the founder of the security firm Synthient.

The government says investigators connected Butler to the administration of the KimWolf botnet through IP address, online account information, transaction records, and online messaging application records obtained through the issuance of legal process. The criminal complaint against Butler (PDF) shows he did little to separate his real-life and cybercriminal identities (something we demonstrated in our February unmasking of Dort).
In April, the Justice Department joined authorities across Europe in seizing domain names tied to nearly four-dozen DDoS-for-hire services, although because of a bureaucratic mix-up the list of seized domains has remain sealed until today. The DOJ said at least one of those services collaborated with Butler’s Kimwolf botnet.
A statement from the Ontario Provincial Police said a search warrant was executed on March 19 at Butler’s address in Ottawa, where they seized multiple devices. As a result of that investigation, Butler was arrested and charged this week with unauthorized user of computer; possession of device to obtain unauthorized use of computer system or to commit mischief; and mischief in relation to computer data. He is scheduled to remain in custody until a hearing on May 26.
In the United States, Butler is facing one count of aiding and abetting computer intrusion. If extradited, tried and convicted in a U.S. court, Butler could face up to 10 years in prison, although that maximum sentence would likely be heavily tempered by considerations in the U.S. Sentencing Guidelines, which make allowances for mitigating factors such as youth, lack of criminal history and level of cooperation with investigators.
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Researchers have published details about a critical vulnerability in ChromaDB that could allow unauthenticated attackers to execute arbitrary code and access sensitive data on machines running the open-source vector database.
The issue, tracked as CVE-2026-45829, is located in ChromaDB’s API server and was published by researchers at HiddenLayer after reportedly failing to get in contact with the developers of ChromaDB, one of the most popular vector databases used for AI applications.
The vulnerability stems from a race condition between the code ChromaDB uses to parse embedding model references and the code it uses to perform an authentication check. Attackers can exploit the flaw by sending requests to load malicious model configurations hosted on Hugging Face.
“The authentication is not missing, it’s just in the wrong place,” researchers from security firm HiddenLayer said in their report. “By the time it fires, the model has already been fetched and executed. The server rejects the request, returns a 500, and the attacker’s payload has already run.”
According to HiddenLayer, the flaw exists in ChromaDB from version 1.0.0 up to 1.5.8, and multiple attempts to report it to the developers since February using different communication channels have gone unanswered, prompting public disclosure. Over 73% of ChromaDB instances that are publicly accessible on the internet and are findable via the Shodan search engine are running a vulnerable version.
Until a patch becomes available, the researchers advise deploying ChromaDB servers using the Rust implementation, which is not affected, instead of the Python FastAPI server. Network access to the ChromaDB port should also be restricted to trusted IP addresses only.
Two separate issues combine into unauthenticated RCE
Vector databases like ChromaDB are often used to enhance the knowledge of LLMs with third-party or company-specific data as part of retrieval-augmented generation (RAG) workflows. That data, typically unstructured in origin, is stored in a vector database as mathematical representations called vector embeddings.
To convert unstructured data such as text, images, or audio into vector embeddings, specialized machine learning algorithms known as embeddings models must be used. These models can be specialized for specific use cases. As a result, ChromaDB and other vector databases give users the ability to choose between various embeddings models for these conversions.
ChromaDB orders documents into collections, and each collection can be assigned a specific embeddings function that dictates how documents are embedded, with what model, and with what parameters. One of those parameters can be trust_remote_code: true, which tells the model loader to download and execute any additional Python module files shipped with the model.
As a result, unauthenticated attackers can send a request to the ChromaDB API server to set up a new collection with a custom embeddings function that points to a malicious model they published on Hugging Face, HiddenLayer’s researchers found.
“This is the same class of risk we have written about before in the context of malicious models on Hugging Face and unsafe deserialization in ML artifacts,” the HiddenLayer researchers said. “A model is not passive data. It is code, and loading one from an untrusted source is equivalent to running untrusted code.”
But shouldn’t ChromaDB’s API endpoint authentication prevent this from happening?
This is where the second issue comes into play. It turns out that ChromaDB’s server code processes such requests before checking for authentication. And while processing the request, it fetches the model reference from Hugging Face to set up the embeddings configuration.
So even if the collection is ultimately not created because the eventual authentication check fails, the malicious Python code accompanying the model is still downloaded and executed.
“From the outside, it appears to be a failed API call,” the researchers said. “[But] on the attacker’s end, there is a shell on the server.”
Because the attacker’s code inherits the permissions of the user running the ChromaDB API server, it has access to everything on the machine the server process also has access to. This means environment variables, API keys, mounted secrets, and the data stored on disk.
This is the latest in a string of attacks that are made possible through maliciously crafted AI models and their corresponding configuration files. Earlier this month, HiddenLayer’s researchers showed how remote code execution can be achieved by making minor changes to a model’s tokenizer.json file, which is used to map token IDs to words or characters creating an alphabet the model uses to generate its outputs.
Last year, researchers showed how attackers can hide malicious code inside Python Pickle files, a format that is commonly used to distribute AI models.
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Apple today announced that this Saturday's Major League Soccer match between the LA Galaxy and Houston Dynamo FC will be captured entirely with the iPhone 17 Pro.


Apple said this will mark the first time an iPhone will be used to capture the entirety of a major professional live sporting event broadcast, rather than studio cameras, so the iPhone 17 Pro will make sports history this weekend.

"iPhone 17 Pro will capture live footage throughout the match, including team warmups on the pitch, player introductions, in-net goal angles, and the atmosphere inside the stadium," said Apple. "With cameras positioned throughout the venue, the broadcast will deliver the pristine video quality fans expect, alongside dynamic new perspectives that bring viewers closer to the action, made possible by the small form factor of iPhone."

Apple TV subscribers will be able to stream the match live on Saturday, May 23 at 7:30 p.m. Pacific Time. For the 2026 season, only an Apple TV subscription is required, with a separate MLS Season Pass subscription no longer necessary.

Apple already used the iPhone 17 Pro to capture select moments and cinematic Fenway Park footage during a Major League Baseball game between the Boston Red Sox and Detroit Tigers last year, but other cameras were also used. For the Major League Soccer match this weekend, the iPhone 17 Pro will exclusively capture all footage.

Earlier this year, the U.S. National Baseball Hall of Fame and Museum added one of the four iPhone 17 Pro devices that captured the Red Sox's thrilling walk-off win over the Tigers to its permanent collection in Cooperstown, New York, so the device already made sports history, and now it will repeat the feat in an even bigger way.Related Roundup: iPhone 17 ProTags: Apple TV Service, Major League SoccerBuyer's Guide: iPhone 17 Pro (Caution)Related Forum: iPhone
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Amazon has sweetened its deal on the 512GB 15-inch M5 MacBook Air today, dropping the price of the notebook down to $1,099.99, from $1,299.00. This is a new record low price on the 15-inch M5 MacBook Air, and it's available in three colors.

Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

Amazon is providing delivery by the end of this week for many locations, and Prime members should see same-day or overnight options as well. Additionally, you'll find $150 markdowns on both 1TB models of the 15-inch M5 MacBook Air this week on Amazon, but we aren't tracking any major discounts on 13-inch models right now.

$199 OFF15-inch M5 MacBook Air (512GB) for $1,099.99

If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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Apple has announced the rollout of two new device features in India: sleep apnea notifications for Apple Watch, and Hearing Test for AirPods Pro.


Sleep apnea is a condition in which breathing repeatedly stops and starts during sleep, often leading to poor rest. The Apple Watch detects signs of the disorder by using its accelerometer to track subtle wrist movements associated with irregular breathing patterns. When these disturbances occur repeatedly across several nights, the watch can flag a potential case of sleep apnea.

The feature is supported on the Apple Watch Series 9, Series 10, Series 11, Apple Watch Ultra 2, and Apple Watch Ultra 3, and is available in more than 150 countries worldwide. To receive an initial reading, users need to wear the watch consistently for several nights, although nightly breathing disturbances are logged in the iPhone's Health app.

Hearing tests can be conducted by connecting AirPods Pro 2 or AirPods Pro 3 to an iPhone running iOS 18.1 or later or an iPad running iPadOS 18.1 or later. The hearing test mimics the hearing tests one might encounter at a doctor's office or when visiting an audiologist.

Tones at different frequencies and sound levels play in each ear, with users instructed to tap the iPhone's display whenever a sound is heard. Apple tests four frequencies, including 500Hz, 1kHz, 2kHz, and 4kHz. Results up to 25 dBHL indicate little to no hearing loss. 26 to 40 dBHL is a sign of mild hearing loss, while results of 41 to 60 dBHL suggest moderate hearing loss. 61 to 80 dBHL is severe hearing loss, and a result above 80 dBHL is considered profound hearing loss.

The results, which include an audiogram, are stored in the Health app, and can be shared with a healthcare provider to have more informed conversations.

Apple Health features are now available in over 160 countries and regions globally, according to a post on X by Apple's Greg Joswiak. Joswiak's post also suggests that Apple recently brought its Hearing Aid feature to Italy and hypertension notifications to Taiwan. Tag: India
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Apple is testing an iPhone 19 Pro with a display that curves around all four edges of the device, a leaker out of China has claimed.


According to Weibo-based Digital Chat Station, the 2027-generation Pro device, currently at the evaluation stage, has a hole-punch cutout in the display for the front-facing camera, but Face ID is completely hidden under the panel.

The claim is notable because multiple reports suggest Apple is aiming to launch a 20th-anniversary iPhone next year featuring a quad-curved display with no cutouts. Whether Apple plans to position the commemorative model as an ultra-premium tier above its Pro and Pro Max lineup has remained unclear, but the leaker's latest comments suggest that could be the case.

That said, if Apple is planning to use quad-curved panels across both the iPhone 19 Pro and iPhone 19 Pro Max, it would leave the company less room to differentiate them from the rumored commemorative iPhone.

One way Apple could play it is to keep the uninterrupted display exclusive to the 20th-anniversary iPhone while leaving a hole-punch cutout in the 19 Pro models – an option that the leaker's comments do seem to imply. However, Apple is said to be finding it particularly challenging to get both the Face ID system and the front-facing camera under the panel, with the selfie camera proving to be the most difficult to hide.

If existing technologies can't hide the camera under the panel without degrading quality, Apple is unlikely to go ahead with it – which would leave the 2027 iPhone series' differentiation outlined here unresolved.

Digital Chat Station has more than three million followers on Weibo, and has a track record of accurately leaking Apple-related information. For example, they accurately revealed the overall design of the iPhone Air and iPhone 17 Pro, as well as the triple 48-megapixel rear camera system of the ‌iPhone 17 Pro.‌ Recently, the leaker claimed Apple's first foldable, expected to arrive alongside the iPhone 18 Pro models, will be called "iPhone Ultra."Tags: 20th-Anniversary iPhone, Digital Chat Station
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Consider a cached access key on a single Windows machine. It got there the way most cached credentials do - a user logged in, and the key stored itself automatically. Standard AWS behavior. No one misconfigured anything or violated a policy. Yet that single key, which was easily accessible to a minor-league attacker, could have opened a path to some 98% of entities in the company's cloudView the full article
Microsoft has open-sourced two new tools aimed at bringing AI safety checks much earlier into the agent development lifecycle.
The tools, called Rampart and Clarity, were announced this week as part of Microsoft’s broader push to operationalize safety engineering for agentic AI.
“We built these tools because we believe that AI safety has to become a continuous engineering discipline rather than a periodic checkpoint, and we think the best way to make that happen is to put practical, open tools in the hands of the people doing the building,” Microsoft’s AI red team founder Ram Shankar Siva Kumar said in a security blog post.
The announcement comes as AI agents evolve from chatbot-style assistants into systems with real operational privileges. According to Microsoft, these newer agents introduce risks that traditional application security workflows were not designed to handle, including prompt injection, unsafe tool use, privilege escalation, and unintended autonomous actions.
Both Rampart and Clarity are now available as open-source projects from Microsoft.
Rampart for repeated AI red teaming
Microsoft has positioned Rampart as the more operational of the two tools. The framework is designed to help developers transform red-team findings into repeatable tests that can run continuously during development and deployment pipelines.
Built on top of PyRIT, Microsoft’s open automation framework for red teaming generative AI systems, Rampart aims to allow teams to execute both adversarial and benign test scenarios against AI agents in a structured and automated way.
The idea is to move beyond one-off safety reviews and instead include continuous checks directly into CI/CD workflows. “Where PyRIT is optimized for black-box discovery by security researchers after the system is built, Rampart is built for engineers as the system is being built,” Kumar explained.
The framework promises the ability to surface issues relating to cross-prompt injection, unsafe data handling, insecure tool execution, and other agent-specific attack paths before applications reach production. Additionally, Rampart is programmed to let organizations convert AI red-team findings into repeatable automated tests, helping engineers continuously check for regressions as agents evolve.
Clarity to focus on assumptions in AI agents
While Rampart focuses on testing systems being built, Clarity is aimed earlier in the workflow before code starts getting written.
Microsoft describes Clarity as a tool that is meant to examine and validate the assumptions behind AI agent design decisions. That would presumably include evaluating how agents are expected to behave, what permissions they should have, how they interact with tools and external systems, and where trust boundaries exist.
“Clarity runs as a desktop app, a web UI, or embedded directly in a coding agent,” Kumar said. “It guides engineers through structured conversations covering problem clarification, solution exploration, failure analysis, and decision tracking.”
These conversations are written to the “.clarity-protocol/” directory in the repository as markdown files, which can be committed, reviewed in pull requests, and diffed like source code, he added. Microsoft has been building an open-source “agent governance” and safety stack over the past few months, making Rampart and Clarity part of a broader strategy rather than a standalone release. Last month, the company introduced the Agent Governance Toolkit, focused on routine controls, policy enforcement, and OWASP-aligned protections for AI agents.
The article originally appeared on InfoWorld.
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Apple's first OLED MacBook Pro models have cleared a major manufacturing hurdle, with panel supplier Samsung Display having reportedly achieved yields above 90 percent on its Gen 8.6 OLED production line.


According to Korean publication The Elec, some individual process stages are now reaching yields as high as 95 percent, a level that the display industry considers "golden yield" territory for stable mass production.

The report says Samsung could begin shipping OLED laptop panels through the supply chain as early as June. The panels are expected to be used in future 14-inch and 16-inch MacBook Pro models, with estimated supply volumes of around 2 million units this year.

The rapid yield improvement is notable because OLED laptop panels are a lot harder to manufacture than smartphone displays due to their larger size and stricter brightness and lifespan requirements. For example, MacBook Pro panels are expected to use brighter tandem two-stack OLED technology like Apple's OLED iPad Pro models, oxide TFT backplanes for improved battery life, and an anti-moisture sealing protection method called hybrid encapsulation.

Samsung began its Gen 8.6 IT OLED investment in 2023 and is currently operating one of two planned production lines. Depending on demand for the OLED MacBook Pro models, which will reportedly have touchscreen capability for the first time, Samsung could activate the second line and expand capacity further.

Bloomberg's Mark Gurman has repeatedly stated that 14-inch and 16-inch OLED MacBook Pro models are slated to launch in late 2026 to early 2027, but the latter time frame is now said to be more likely due to the industry-wide chip shortage. Related Roundup: MacBook ProTags: OLED, The ElecBuyer's Guide: MacBook Pro (Buy Now)Related Forum: MacBook Pro
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The cybersecurity profession is on the verge of a sea change, and security pros must begin to master AI tools to combat emerging threats by building more autonomous, real-time protections.
Expert panelists at a recent DTX conference session in Manchester, titled “Bot vs Bot: Surviving the Era of Autonomous Cyber Warfare,” highlighted how bringing AI into the security stack without weakening security fundamentals as become a security operations centre (SOC) essential. They also stressed the importance of maintaining human oversight over such systems.
While powerful, AI technologies are no panacea for immature enterprise security architectures, and they can only be applied successfully after the fundamentals of cyber defence are well covered, multiple security practitioner panellists argued. This ground layer, they said, includes system hardening, patching, access control, monitoring, and the like.
Darren Kimuli, information security lead at reinsurance firm Canopius Group, told delegates that AI deployments need to match the expectations of the business — including how an organisation meets its regulatory obligations.
“I’m more concerned about what AI fits rather than what it replaces,” Kimuli said.
Changing roles
Divine Uzodinma, cybersecurity analyst at managed services and telecom vendor Radius, said AI systems help security analysts correlate and triage security logs, a traditionally labour-intensive task.
“AI can analyse and correlate logs and triage alerts while analysts continue with their investigation,” Uzodinma said.
Muhammad Khan, head of cybersecurity at Bridgewater Finance Group, added that AI-based security tools minimise alert fatigue — a perennial problem in the industry and a leading cause of staff burnout.
The more widespread use of AI systems has meant that the role of security analysts has evolved beyond monitoring and response to “validating inputs” and assessing the risk of AI model hallucination.
Enterprises need to test the resilience of AI-based security systems against modern attack paths, such as those found waged against applications and the cloud, as well as supplier access and phishing, according to cybersecurity consultancy Secarma.
George Rees, senior cybersecurity consultant at Secarma, noted that AI is already redefining cyber rules in areas such as risk management and resilience.
Cyber battle ground redrawn
The DTX conference panel also discussed how autonomous attacker tooling is changing the threat landscape.
The enterprise threat environment is evolving into a machine-versus-machine battle ground, meaning that CISOs and other security professionals need to drive change across their organizations or risk becoming hopelessly outflanked by adversaries who are making greater use of AI technologies to mount attacks.
Moreover, there needs to be clarity on cyber team roles and oversight when automation is used to make decisions.
Cyber job roles must be redefined to ensure humans can interpret and oversee autonomous security decisions, according to the panellists.
These changing roles mean that skills such as prompt engineering and risk analysis are becoming more important for security professionals and hiring managers, according to Rees.
“AI is creating opportunities for more GRC [governance, risk, and compliance] hires” because the skillset is well-suited to the new threat environment, Rees added.
Rees compared the scope and pace of change heralded by AI to the period in the 1970s and 1980s when enterprises moved from reliance on typewriters to running a business using computers.
The discussion was timely because enterprises are increasingly dealing with AI-accelerated reconnaissance, phishing, and malware development rather than purely human-led attacks.
The debate has moved from whether to use AI in security to how to use it safely without losing oversight and control. Many of the responses by the DTX conference panellists showed an evolution in thinking since CSO polled security practitioners they are applying AI for security functions last September.
Lessons from Microsoft’s war against scammers
Kelly Bissell, a former corporate VP of product abuse and risk at Microsoft, who gave a keynote on cyber resilience and AI at the start of the DTX conference, told CSO after the show that an arms race is under way between cybersecurity professionals and attackers.
“Early adopters — in general — have the advantage,” Bissell said.
Here, according to Bissell, cybersecurity attackers gain an upper hand because they can ignore rules and regulations such as privacy laws, but defenders can claw back an edge on other fronts.
“Because of the scale of data we handled at Microsoft we could use machine learning techniques to see behavioural trends,” Bissell explained.
For example, Microsoft developed a neural network that was capable of identifying typosquatted domains being set up prior to impersonation attacks with very low false positive rates. “Our mission was to apply pressure to bot gangs” and frustrate their activity, Bissell said.
According to Bissell, CISOs fall into one of three camps: compliance-orientated, package-focused, or elite practitioners.
“Elite practitioners will love to use AI to improve their operations,” said Bissell, adding that AI technologies should be introduced through a process akin to a software development life cycle with extensive pen testing and guardrails prior to being left anywhere near production systems.
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GitHub on Wednesday officially confirmed that the breach of its internal repositories was the result of a compromise of an employee device involving a poisoned version of the Nx Console Microsoft Visual Studio Code (VS Code) extension.  The development comes as the Nx team revealed that the extension, nrwl.angular-console, was breached after one of its developers' systems was hacked in theView the full article
Drupal has released security updates for a "highly critical" security vulnerability in Drupal Core that could be exploited by attackers to achieve remote code execution, privilege escalation, or information disclosure. The vulnerability, now tracked as CVE-2026-9082, carries a CVSS score of 6.5 out of 10.0, per CVE.org. Drupal said the vulnerability resides in a database abstraction API that isView the full article
Microsoft says it is considering a patch for a zero-day vulnerability, dubbed YellowKey, that allows attackers with access to a Windows device to bypass Bitlocker encryption protection and read and write files. The flaw was disclosed last week, and there is already a public proof of concept available.
The company issued an advisory Tuesday saying that companies should act to mitigate the issue, tracked as CVE-2026-45585, while it examines the possibility of a patch. In its advisory, it provided the immediate steps that companies should take. A key defense against possible attack is to limit access to vulnerable devices, as physical access is required for exploit.
“Organizations should start by auditing their environment for the conditions that exist that leave them vulnerable to YellowKey,” said Eric Grenier, senior director analyst at Gartner. “They should also have a clear understanding of their risk acceptance in the case of a lost/stolen device and, based on that acceptance (or non-acceptance), follow the steps such as customizing Secure Boot and ensuring firmware and Boot integrity.” .
 Karl Fosaaen, VP of research at cybersecurity company NetSPI, agreed. “Since this vulnerability requires physical access to exploit, organizations should be focusing on the physical security controls around their Windows devices,” he said. “Having strong policies and controls around physical access to devices is a good first step in helping protect the potentially vulnerable devices. If there are additional concerns about attackers being able to gain access to files on the system, organizations can look at limiting the data that they allow users to store locally.”
One of the issues facing companies is the proliferation of employees using mobile devices, which makes it harder for organizations to restrict access to them. “You’re increasingly seeing companies with corporate data on their laptops, and YellowKey can leave that data unlocked,” said Nathan Davies-Webb, principal consultant at UK-based security company Acumen. This is where tight device security policies come into play, such as prohibiting users from leaving devices unattended.
However, said Fosaaen, what makes detection of an attack particularly difficult for the individual user is that it is not immediately apparent that a device has been targeted. “If an attacker used the exploit to read files from the encrypted volume, there likely wouldn’t be any indicators to a user. If the attacker implanted malicious software, you might see increased system utilization, or other performance issues,” he noted.
To make things worse, it is also possible that Microsoft’s mitigation guidance may not be effective. In a post on a security site, researcher Will Dormann pointed out that there could be a way to override the company’s proposed solution. That being the case, IT managers will certainly be watching for a patch from Microsoft.
While Microsoft has announced that it is looking into such a patch, Davies-Webb doesn’t think a solution will be straightforward. “I would heavily speculate that this is something that is there by design,” he said. “Microsoft would be thinking ‘If I stop this happening, what would I be taking away?’ I strongly suspect that there is some functionality in Windows, maybe something in manufacturing, that could be affected by any patch.”
“Besides,” he added, “It could take some time for a patch to be released. The RedSun vulnerability [in Windows Defender] was identified last month and still hasn’t been patched.”
This article originally appeared on Computerworld.
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Administrators of the Drupal open source content management platform are rushing to install an emergency patch issued today to fix a “highly critical” SQL injection vulnerability in the application’s core.
While the vulnerability only affects websites that use the PostgreSQL database, there may be upstream issues with Symfony, a set of PHP packages and web application frameworks used by Drupal, and Twig, an open-source template engine for the PHP programming language. Consequently, Twig was updated to version 3.26.0, and Symfony issued a series of security advisories.
As a result, Drupal urges admins using these applications to update them as well, whether or not the SQL injection vulnerability affects their systems. Helpfully, the Drupal fix issued today includes updates for both Symfony and Twig.
The vulnerability in Drupal’s core, CVE-2026-9082, is in a database abstraction API that ensures queries against the database are sanitized to prevent SQL injection attacks.
In its warning, Drupal said a vulnerability in this API allows an attacker to send specially crafted requests resulting in arbitrary SQL injection for sites using PostgreSQL databases. This can lead to information disclosure, and, in some cases, privilege escalation, remote code execution (RCE), or other attacks.
The vulnerability can be exploited by anonymous users.
Drupal admins have known since Monday that the core security release for all supported branches was coming. Drupal Security Team had urged admins to reserve time for the updates on May 20 “because exploits might be developed within hours or days.”
The Drupal patches cover supported branches 11.3, 11.2, 10.6, and 10.5. After installing the patch, admins should update to a newer version of the software.
Versions below 11.1.x, 11.0.x and 10.4.x are end of life, and are ineligible for the official fixes. However, because of the flaw’s severity, Drupal will shortly issue unsupported patches which are provided as best effort. Users of any version of Drupal 9 can try manually applying the Drupal 9.5 patch. Users of Drupal 8.9 can try manually applying the Drupal 8.9 patch. But those unsupported versions will still contain other previously disclosed security vulnerabilities.
Drupal 7 isn’t affected.
Sites that use the Drupal Steward web application firewall are already protected from known attack vectors, but should upgrade in the near future in case additional attack vectors are discovered, the company said.
“That’s a nasty vulnerability,” commented Robert Enderle, a consultant who heads the Enderle Group. “It’s about as bad as it sounds.”
Drupal admins must patch right now, he said. Update Drupal Core immediately, based on the currently supported branch. Those who are “still dragging their feet” on unsupported, end-of-life Drupal versions 8 or 9 need to apply the manual best-effort patches provided. Better yet, he added, they should prioritize migrating to a modern version of Drupal as soon as possible.
“Don’t ignore it if you aren’t on PostgreSQL,” Enderle stressed. “Even if IT is running MySQL or SQLite and thinks they are safe from the main [Drupal] bug, they still must apply the update. This release includes critical upstream security fixes for Symfony and Twig dependencies that affect all environments.”
In addition, he said, admins need to lock down access permissions. Because of the Twig vulnerabilities, IT needs to audit who actually has the ability to update Twig templates via Views or other modules and restrict that access to trusted admins only.
Enderle also urged admins to examine their PostgreSQL and web application firewall logs for “any weird anonymous user activity or suspicious SQL queries leading up to this patch.”
Fritz Jean-Louis, principal cybersecurity advisor at Info-Tech Research Group, agreed that Drupal admins need to act immediately, because the vulnerability can be exploited by anyone with the technical knowledge to send a specially crafted query to a Postgres database, since Drupal databases can contain sensitive personal information that can be exploited by a threat actor.
It’s also frustrating, he said, that SQL injection vulnerabilities are still being found. “As an industry, we’re running out of excuses” for why they continue to pop up in applications, he said. This and similar SQL injection vulnerabilities speak to weaknesses in the application development lifecycles of some organizations.
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Every May, Apple previews new accessibility features coming to devices like the iPhone, iPad, and Mac. The announcement typically occurs a few days before Global Accessibility Awareness Day, and it offers a glimpse into what will be included in the next major releases of Apple's software platforms, such as iOS, iPadOS, and macOS.


This year, one of the new capabilities shown off by Apple is natural language support for the Voice Control feature on the iPhone and iPad.

Voice Control is receiving an Apple Intelligence upgrade that will make the feature "more intuitive than ever," according to Apple. Specifically, iPhone and iPad users will be able to describe on-screen buttons and controls with natural language, instead of having to remember exact labels, numbers, or descriptions like before.

For example, users will be able to say things like "tap the guide about best restaurants" in Apple Maps or "tap the purple folder" in the Files app.

AI-powered Voice Control hints at the more personalized version of Siri that Apple first announced all the way back at WWDC 2024. At the time, Apple said Siri would gain on-screen awareness, which would essentially turn the assistant into an AI agent that is capable of understanding natural language and taking action for you.


Apple's own example was an iPhone user asking Siri about their mother's flight and lunch reservation plans based on info retrieved from the Mail and Messages apps, and it was later reported that Siri will be able to do things such as comment on an Instagram post, or scroll through a shopping app and add something to your cart.

Overall, the revamped Siri is expected to have a better understanding of a user's personal context, on-screen awareness, and deeper per-app controls. In March 2025, Apple announced that these capabilities were delayed until later this year. The new-and-improved Siri is expected to be a tentpole feature of iOS 27, iPadOS 27, and macOS 27, which will be unveiled on June 8 and should be released to the public in September.

The more personalized Siri will likely require an iPhone 15 Pro or newer, a Mac with an M1 chip or newer, or an iPad with an A17 Pro or M1 chip or newer.Related Roundup: iOS 27Tags: Accessibility, Apple Intelligence, Siri
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Microsoft has unveiled two new open-source tools called RAMPART and Clarity to assist developers in better testing the security of artificial intelligence (AI) agents. RAMPART, short for Risk Assessment and Measurement Platform for Agentic Red Teaming, functions as a Pytest-native safety and security testing framework for writing and running safety and security tests for AI agents, coveringView the full article
Apple this week previewed new accessibility features that are coming later this year, and one is particularly notable: automatic captions for personal videos.


For videos that do not already have captions, Apple said a new on-device speech recognition model can automatically generate them for spoken audio. According to Apple, this feature will be available for videos that you record on your iPhone, videos that you receive from friends and family, and videos that are streamed online.

The automatic captions will initially be limited to English in the U.S. and Canada.

Apple ensured that the captions are generated privately, and you will be able to customize their appearance in the video playback menu or in the Settings app. The feature will be supported across the iPhone, iPad, Mac, Apple TV, and Vision Pro, with the "later this year" timing pointing to iOS 27, iPadOS 27, macOS 27, tvOS 27, and visionOS 27.

Apple will unveil those software versions during its WWDC 2026 keynote, which begins on Monday, June 8 at 10 a.m. Pacific Time, so we expect to learn more about this feature and its exact implementation in a few weeks from now.Related Roundup: iOS 27Tag: Accessibility
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Microsoft’s GitHub has suffered what appears to be its biggest ever security breach after confirming that attackers exfiltrated code from around 3,800 of the company’s internal repositories.
News of the incident first emerged on May 19, when GitHub said it was investigating “unauthorized access.” Hours later, the company’s X account confirmed the worst:
“Yesterday we detected and contained a compromise of an employee device involving a poisoned VS [Visual Studio] Code extension. We removed the malicious extension version, isolated the endpoint, and began incident response immediately,” GitHub said.
“Our current assessment is that the activity involved exfiltration of GitHub-internal repositories only. The attacker’s current claims of ~3,800 repositories are directionally consistent with our investigation so far.”
GitHub added: “We continue to analyze logs, validate secret rotation, and monitor for any follow-on activity. We will take additional action as the investigation warrants.” The company promised to publish a full incident report once it had completed its investigations.
That figure tallied with an earlier claim by the TeamPCP threat group that it had breached 4,000 repos, complete with a threat to leak the stolen code if no buyer willing to pay at least “50k” was found. The group backed up its claim by posting a list of the breached repositories on the LimeWire content sharing platform.
“As always this is not a ransom, we do not care about extorting Github, 1 buyer and we shred the data on our end, it looks like our retirement is soon so if no buyer is found we will leak it free,” the group said.
GitHub hasn’t named the poisoned VS Code extension that led to the compromise, but security company Akido Security speculated that there might be a connection to a separate TeamPCP attack, also on May 19, that led to the backdooring of the popular Nx Console VS Code extension.
“The malicious version collected credentials silently from the moment a developer opened any workspace. The community, including Aikido Intel, caught it quickly, with the version pulled within 11 minutes,” wrote Akido’s technical product marketer Shaun Brown.
Nx Console’s advisory put the exposure window for the compromised version 18.95.0 at 18 minutes, advising developers to update to version 18.100.0. According to the maintainers’ internal analytics, thousands of developers were caught out by the infected version. File paths targeted by attackers to steal credentials included Kubernetes, npm, AWS, 1Password, private keys, and GitHub.
The same May 19 campaign led to a major supply chain compromise of the node package manager (npm) open-source registry which resulted in attackers publishing 637 malicious versions across the namespace of the AntV enterprise data visualization tool in a 22-minute burst.
That came after a May 11 attack targeting the TanStack Router package ecosystem was able to spew 170 malware-infected versions before it was halted.
“These are not sketchy packages and extensions from unknown publishers. They are tools developers use without thinking twice, precisely because it has the install count, the verified publisher badge, and the marketplace legitimacy that signal safety,” said Brown.
“High install count means high-value compromise. A verified publisher means developers don’t hesitate. Official marketplace means no one thinks to check.”
The TeamPCP modus operandi is simple: exploit platform updating weaknesses or stolen credentials to execute short, sharp worm attacks that burrow as far as possible into enterprises using open-source software before defenders can react.
As the number of incidents starts to grow — including a March TeamPCP attack on the Trivy vulnerability scanner, and a separate attack on the Axios npm JavaScript HTTP client library — the evidence is that the strategy of targeting open source developer tools is rapidly turning into the next big security headache.
This article first appeared on InfoWorld.

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Samsung has edged past Apple for the top spot in customer satisfaction for cell phones, according to the American Customer Satisfaction Index's 2026 Telecommunications, Cell Phone, and Smartwatch Study, published this week.


Samsung scores 81 in the ACSI's cell phone rankings while Apple posts 80, breaking last year's tie between the two companies for satisfaction leadership. The overall cell phone industry score rose 1% to 79 this year, recovering from a sharp 4% decline in 2025 that had pushed it to its lowest point in a decade.

The ACSI says satisfaction improves most when new features translate into everyday value without introducing new pain points, citing battery life tradeoffs as an example. AI integration, measured by the ACSI for the first time, scores 85 overall, signaling that customers are not only aware of AI features but find them useful, while improvements in battery life, up 5% to 81.

For the cell phone industry, the highest-rated customer experience metrics are the fundamental functions of making phone calls and sending text messages, both scoring 86. AI feature performance debuts at 85, nearly matching those top table-stakes interactions, suggesting that AI is moving from novelty to practical utility for many customers.

Among new flagship owners, Samsung's latest Galaxy S-series leads at 84, followed by new iPhone owners at 82, with Google's flagship models scoring 80. Satisfaction with flagship models overall scores 82, far outpacing legacy phones at 76 and foldables at 72.

In the foldable segment, Samsung holds a clear lead with an ACSI score of 80, which is 8 points ahead of Google at 72 and 10 points ahead of Motorola at 70. The ACSI notes that foldable owners are three times as likely to complain as non-foldable owners, and says competitive dynamics in the segment may shift as Apple's rumored entry into the foldable market is anticipated for later this year. Apple is widely expected to debut a foldable iPhone alongside the iPhone 18 Pro models this fall, featuring a 7.8-inch inner display and a 5.5-inch cover screen, priced at around $2,000.

In the smartwatch category, Apple holds steady at 80, while Samsung drops 4% to create a first-place tie at the top of the leaderboard. Customer experience characteristics of smartwatches are universally rated higher this year at the industry level, with the biggest gains including ease of navigating menus and settings, up 7% to 80, and app and accessory connectivity, up 5% to 83.

The ACSI study is based on 26,963 completed surveys, with customers contacted via email between April 2025 and March 2026.Tag: Samsung
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Apple today shared stats that paint the App Store as a safe and trusted place for both customers and developers, even though the reality is that fraudulent or deceptive apps continue to make it past Apple's review process from time to time.


In 2025, Apple said its App Review team evaluated more than 9.1 million App Store submissions, with a mix of human review and AI. The company rejected over two million of these submissions, including over 1.2 million new apps and nearly 800,000 pending app updates, for failing to adhere to the App Store's Review Guidelines.

As bad actors continue to evolve their methods, Apple said it continuously improves its multilayered defenses, leveraging a combination of human review and advanced machine learning in an attempt to detect and prevent malicious activity.

"By utilizing AI to rapidly identify complex malicious patterns, analyze app similarity, and flag potentially problematic changes in app updates, Apple's systems help human reviewers focus their expertise where it matters most," said Apple. "This not only improves the customer experience by ensuring a high-quality, curated storefront, it also helps legitimate developers get their great apps and updates to users faster."

Apple added that it terminated 193,000 developer accounts over fraud concerns and prevented over $2.2 billion in potentially fraudulent transactions in 2025.

In 2025, Apple processed over 1.3 billion App Store reviews and ratings. Using a mix of human review and AI, the company said it identified and blocked close to 195 million fraudulent reviews and ratings from ever appearing.

"Apple's Trust and Safety teams integrate AI throughout the entire moderation process to detect spam, offensive content, and inauthentic reviews at scale," the company explained. "Additionally, AI-powered dashboards and rapid data analysis tools accelerate the discovery of new fraud vectors, enabling Apple's teams to react quickly to deceptive activity and protect the integrity of the platform."

Apple's press release contains many more stats that highlight the company's efforts to ensure the App Store is secure, even if they are not perfect.Tag: App Store
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Accessory maker Ugreen has expanded its Nexode and MagFlow Air lineup of chargers with a set of compact units aimed squarely at Apple users.


First up is the Nexode Air 65W charger, which Ugreen is pitching as a travel-friendly option for MacBook Air owners, but it should work just as well for iPhones, iPads, and other USB-C devices. (Its Cosmic Orange-style finish twins particularly well with the iPhone 17 Pro.) Ugreen describes the unit as pocket-sized while still delivering up to 65W of fast charging, and it features the company's Ugreen's Thermal Guard temperature control for safety.

For users who want a thinner option, Ugreen is also touting its Nexode Air 45W Charger Slim, plus there's a new MagFlow Air Magnetic Power Bank 10000mAh – a Qi2-certified 15W magnetic battery with a built-in USB-C cable, a second USB-C port, and ATL battery cells inside.

The company's broader existing Air lineup includes a thicker Nexode Air 65W Charger Slim and a less bulky 5000mAh version of the MagFlow Air.

The Nexode Air 65W Charger and 45W Slim are priced at $39.99, with the 10000mAh MagFlow Air at $79.99. All the chargers are available now over on Ugreen's official site as well as Amazon.com.

Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.Tag: Ugreen
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Apple senior vice president Eddy Cue will be honored as "Entertainment Person of the Year" at the Cannes Lions festival next month, recognizing his leadership of the company's entertainment and services business (via Variety).



Cue will deliver a keynote on the opening day of the festival, which runs from June 22 to June 26 in the south of France. He will be joined by producer Jerry Bruckheimer, whose film "F1: The Movie" was released by Apple last year. In a statement, Lions CEO Simon Cook said:



Cue told Variety last year that as streaming platforms multiplied, Apple saw an opportunity to focus on quality over volume. "We saw that the world was changing, and it seemed like everybody was going after quantity. We thought there was an opening for us, if we really focused on high quality," he said.

Apple TV+ launched in November 2019 and has since compiled an impressive awards record. The streamer earned best picture at the Oscars for its 2021 drama "CODA," and "The Studio" set records at last year's Emmy Awards with 13 wins, which is the most by a comedy series in a single year and the most by a first-year series.Tags: Apple TV Service, Eddy Cue
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Amazon today has every model of the 15-inch M5 MacBook Air on sale at record low prices, starting at $1,149.00 for the 512GB model, down from $1,299.00. This sale includes all three configurations of the 15-inch M5 MacBook Air on sale in most color options.

Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

You'll find $150 off every model on Amazon, also including both 1TB models. Best Buy is matching these deals as part of its ongoing Memorial Day sale, which we began tracking yesterday. As of writing, we aren't tracking any deals on the 13-inch M5 MacBook Air.

$150 OFF15-inch M5 MacBook Air (512GB) for $1,149.00
$150 OFF15-inch M5 MacBook Air (16GB/1TB) for $1,349.00
$150 OFF15-inch M5 MacBook Air (24GB/1TB) for $1,549.00

If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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A newly disclosed macOS infostealer campaign is exploiting user trust in some of the biggest names in tech to slip past defenses. 
Researchers at SentinelOne have detailed a new variant of the SHub malware family, dubbed “Reaper,” that impersonates Apple, Google, and Microsoft at different stages of a single attack chain targeting Mac users. The SHub stealer family, identified two years back, previously used variants relying on fake installers and ClickFix-style social engineering, often prompting victims to paste commands into Terminal.
Reaper changes tactics by moving execution into Apple’s Script Editor, sidestepping the protections Apple recently introduced to curb Terminal-based attacks. The end goal, however, remains credential theft, wallet compromise, and persistent access.
“The SHub Reaper variant represents a noteworthy evolution in macOS infostealers by shifting away from standard social engineering tactics that require victims to manually paste commands into the Terminal,” said Jason Soroko, senior fellow at Sectigo. “This approach lowers the technical barrier for infection and demonstrates a strategic pivot toward abusing native application handlers rather than relying purely on user error.”
Fake Apple updates run hidden AppleScript
The attack starts with users pulled onto malicious websites displaying fake Apple security alerts. The pages then initiate a ClickFix workflow by instructing users to launch a supposed fix through the Script Editor, instead of the Terminal.
Rather than getting the user to copy and paste shell commands like earlier, Reaper now abuses the applescript:// URI handler to pre-populate malicious AppleScript inside Script Editor. The victim is then socially engineered, through the ClickFix, into running the script themselves.
So the victims are still executing the malware themselves, but just can’t see it anymore.
SentinelOne researchers noted the malware also performs several environment and anti-analysis checks before continuing execution. Once active, the malware deploys additional payloads and establishes persistence through LaunchAgents posing as legitimate vendor files.
“Defenders should shift macOS detection from file signatures to behavior, because Reaper executes through legitimate Apple tools and drops no obvious malicious app for a scanner to catch,” said Collin Hogue-Spears, senior director of solution management at Black Duck. “Script Editor, osascript, and a LaunchAgent are all legitimate software.”
The multi-brand deception
Researchers observed the malware using branding associated with multiple technology companies throughout the attack chain. Apple-themed security warnings lure victims into initiating execution, Google-related interfaces help maintain legitimacy during later stages, while Microsoft-themed domains and infrastructure are used elsewhere in the operation.
“Reaper uses fake WeChat and Miro installers as lures, but what stands out is the way the infection chain shifts its disguise at each stage,” the researchers said in a blog post. “The payload may be hosted on a typo-squatted Microsoft domain, executed under the guise of an Apple security update, and persist from a fake Google Software Update directory.”
Once execution succeeds, Reaper starts harvesting sensitive user data. SentinelOne said the malware targets browser credentials, password managers, Keychain data, cryptocurrency wallets such as MetaMask and Phantom, messaging applications, and user documents.
Protection beyond blocking Terminal-pastes
SHub Reaper campaign’s complete abandonment of the traditional Terminal-centric infection flow appears to be tied to Apple’s recent efforts to crack down on Terminal paste abuse.
In macOS Tahoe 26.4, Apple introduced protections that display warnings when users attempt to paste potentially dangerous commands into Terminal, directly targeting the social engineering methods widely abused in ClickFix-style attacks.
“This is not an Apple security failure,” Hogue-spears said. “It is Apple’s fix working exactly as intended. The fix raised the cost of one technique; so the crew switched to another.” Apple did not immediately respond to CSO’s request for comments.
SentinelOne researchers recommended that defenders monitor for unusual Script Editor activity and investigate where “osascript” or AppleScript-related processes spawn unexpected processes or initiate outbound network connections. They also advised organizations to watch for suspicious LaunchAgent persistence mechanisms posing as legitimate Apple, Google or Microsoft components.
Additionally, Soroko suggested network-based protections. “Security teams should implement strict web filtering to intercept typo-squatted domains and monitor for anomalous invocations of the macOS Script Editor triggered directly by web browsers,” he said.
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Discord says it has switched on end-to-end encryption (E2EE) by default for every voice and video call across its platforms, including desktop, mobile, web, and consoles like PlayStation and Xbox.


The rollout covers DMs, group DMs, voice channels, and Go Live streams. There's no opt-in required, or any setting to change. Stage channels are the only exception, given that they're built for broadcasting to larger audiences rather than personal chats.

The protection runs on DAVE, an open-source protocol Discord first introduced in September 2024. In a blog post, Discord's Mark Smith said building it was slow and complicated, partly because a single Discord call can mix people on phones, laptops, browsers, and game consoles in the same conversation. Announcing the change, Smith said:
Discord says it's now stripping out the remaining client code that allowed unencrypted fallback, so that encrypted calls will be the only option rather than a default. "We have no current plans to extend E2EE to text messages," added Smith.

The completed rollout stands in stark contrast to policy changes by Meta, which recently removed its encryption feature for Instagram DMs.Tags: Discord, Encryption
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WhatsApp is getting a new setting for disappearing messages that causes them to vanish based on a countdown that starts only after they've been read.


Spotted by WaBetaInfo in the latest WhatsApp TestFlight beta, the new option starts a countdown after the recipient reads the message, rather than starting the countdown when the message is sent.

The countdown options with the "After reading" setting chosen include the usual "5 minutes," "1 hour," and "12 hours." The setting appears in the "Default messsage timer" menu, so perhaps WhatsApp will find a different home for the option or (more likely) rename the settings page to something like "Message timer options."

The new feature is said to be available to "some" beta testers on iOS and Android, but WABetaInfo believes that some users on the public WhatsApp version on the App Store may have access to the option already.


Disappearing messages can be set as the default behavior for all new chats on the end-to-end encrypted messaging platform, so this new After reading option will likely be a welcome addition for particularly privacy-conscious users, and it could also be a potential storage-saver for heavy users of the app.Tags: WABetaInfo, WhatsApp
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On April 22, for roughly 90 minutes, a malicious version of Bitwarden CLI appeared on npm. Version 2026.4.0 contained a credential-stealing payload that executed an obfuscated loader and harvested AWS, Azure, GCP, GitHub, and npm tokens from any developer machine that ran npm install. The attackers reached Bitwarden’s npm publishing path through a compromised GitHub Action related to the Checkmarx supply chain incident that affected several other downstream consumers that week.
About nine days later, CVE-2026-42994 was issued by Bitwarden for the trojanized version. Defenders running a software composition analysis tool began seeing it on their dashboard. Detection engineers started writing rules. The incident got a writeup, an entry in someone’s threat intelligence feed, and a row in next quarter’s metrics deck.
Notice what CVE actually does, though. It doesn’t tell anyone to patch a flaw. The flaw was a 90-minute window in which a publishing pipeline was compromised, and the window has closed. The CVE is a retroactive notification. Meaning, if you ran npm install during that window, treat your developer credentials as exposed. That’s incident response, not vulnerability tracking.
This is the system functioning by 2026 standards. That’s a long way from what CVE was built to do.
The drift
CVE launched in 1999 as a vulnerability identifier. The original definition was tight: a flaw in a system that violates a security policy, with a fix that defenders can apply against a known version range. Heartbleed in OpenSSL 1.0.1f. The deserialization flaws in Apache Struts. Patch the version, scan to verify, dashboard turns green.
MITRE and CNAs began stretching the framework almost immediately. The SolarWinds incident of 2020 got CVE-2020-10148, but the “vulnerability” was a backdoor inserted into a signed update, not a code flaw the maintainer wrote. node-ipc/peacenotwar in 2022 got CVE-2022-23812 for protestware that wiped files based on geolocation. The fix in both cases was “remove the bad version,” not a patch to a defective component. The identifier still worked, but it was no longer doing the job it was designed for.
CVE was now tracking incidents rather than defects in code.
Attacks like s1ngularity and Shai-Hulud broke the stretch. The self-propagating npm worm that emerged in September 2025 and returned in escalating variants through 2026 infected hundreds of packages across the ecosystem. Some affected versions got CVEs, but most didn’t. Red Hat’s advisory on the campaign acknowledged the obvious: “due to the unprecedented number of impacted organizations and individuals, it is unlikely that all package infections will be assigned CVE identifiers.” 
Interestingly, the Bitwarden compromise from late April is itself a Shai-Hulud variant, with the string “Shai-Hulud: The Third Coming” embedded in the malicious payload. It got a CVE because it’s one identifiable package with one identifiable bad version. The 700-plus packages from earlier waves of the same campaign mostly didn’t.
Vendors also quietly fix things without disclosure. A researcher’s report gets closed as informative, the issue ships in the next release as a “hardening improvement” or better yet “security enhancement” (not a fix). No CVE is requested. Sometimes that’s reasonable — not always. Either way, no defender’s tooling sees it, and AI is making it worse.
What agents do to all of this
The category that breaks the framework most clearly is the one with no existing identifier scheme to begin with.
Skills, MCP servers, and the wider scaffolding around AI agents have several properties the CVE framework was never designed to handle. They mutate at runtime. The operative payload is often a natural language instruction that an agent reads and executes, meaning agentic assets don’t always have stable identities. They get pulled from public registries but also shared via Slack or forked from a repo that looked official three months ago. The harm doesn’t map to any existing weakness category.
For example, a skill called derp on the skills.sh registry illustrates the problem. It contains zero traditional malware indicators. No network calls, base64 blobs, or credential paths. The SKILL.md instructs Claude to deliberately produce broken code, then offer broken fixes in a loop, while hiding the fact that it’s doing so. A CVE has nothing to point at. No memory corruption, authentication bypass, or a CVSS vector. The harm, however, is real — wasted hours, eroded trust in the agent, an inflated bill for compute/tokens — but it’s behavioral. A scanner looking for malicious patterns will not catch it.
derp is small, but structurally identical attacks aren’t. In my research at Manifold Security this April, we identified the ClawSwarm campaign which catalogs 30 skills published by a single ClawHub author. Some of these include utilities like Cron Helper (903 downloads) and Agent Security (685 downloads) that quietly enroll the user’s AI agent into a third-party network. Install one, and the agent registers itself with an external server, reports its capabilities, generates a Hedera crypto wallet, stores credentials on disk, and polls for tasks every four hours. The skills work. They also recruit the agent into someone else’s economy without the operator’s knowledge.
What’s the CVE for that? These skills aren’t malware in any traditional sense. The HTTPS calls are documented. The wallet generation uses a legitimate SDK. There’s no shellcode to flag or a known C2 to block. Even if a registry pulls the campaign, the same pattern can reappear under a different author with a different filename in a week. The artifact-centric model has nothing to grip.
Frontier model vendors face a variation of the problem. They do version their releases (Sonnet 4.6, Opus 4.7, GPT-5.1, and so on) but security fixes aren’t always pronounced within release notes. The vulnerability that worked on yesterday’s model and fails on today’s gets bundled into a capability update or new “safeguards” with no security delta called out, no advisory, and often no version bump at all when the change is to a system prompt or classifier rather than the model itself.
A recent academic survey of 295 GitHub Security Advisories that referenced LLM-related components found that existing CWE metadata captures code-level defects but systematically underrepresents model-mediated exposure, the cases where the vulnerability is triggered or amplified through model reasoning rather than a flaw in the surrounding code. As the authors put it: “Current GHSA metadata lacks structured indicators of LLM involvement, requiring manual classification to identify model-mediated exposure patterns.”
CVE-2025-68664 in LangChain Core, a deserialization flaw triggerable through prompt-influenced metadata, is a rare case that did make it into the system, but most don’t. A prompt injection technique that lets an attacker exfiltrate tool-call outputs from an agent could get fixed in the next model checkpoint, surface in a research paper six months later, and never appear on any dashboard.
Both are exploitable, but only one is being tracked.
What a workable signal layer looks like
CVE still does its job for what it was designed for. But the assumptions underneath the framework — stable identity, fixed content, coordinated disclosure, vendor advisories — don’t hold for a meaningful and growing share of the agent attack surface.
A workable signal layer for this category probably needs three things the current system lacks.
Behavioral identifiers rather than artifact identifiers: If a skill that instructs an agent to exfiltrate environment variables gets removed and the same instruction shows up tomorrow under a different author with a different filename, the relevant identifier is the behavior, not the SHA. Fingerprinting what an agent actually does — what data flows where, what external services it enrolls itself with, what tool calls it makes on a user’s behalf — gives you something durable to track even when the upstream artifact is ephemeral.
Registry transparency for takedowns: When npm removes a package, there’s a paper trail. When a Skills registry removes a publisher, there often isn’t. The ecosystem will mature on this front, but enterprise consumers should be pushing for it now rather than waiting.
Responsible disclosure, but for vendors: We need an honest accounting from vendors about what they fix and ship silently, including model vendors. I’m not optimistic about this one in the short term. Commercial incentives point the wrong way, and customer pressure (and then some from bug bounty hunters) is what tends to move vendors here. The dashboard you have was built for the threats you had
The vulnerability tracking system was built around an artifact-centric model. It still pulls its weight for the threats it was designed for. The Bitwarden CVE landed on dashboards across the industry. So will the next one.
What won’t land is a skill pulled from a registry with no advisory. Or a model checkpoint that quietly resists a prompt injection it used to fall for. Or your agent, already enrolled in someone else’s network because a SKILL.md told it to.
If you run a security program in 2026, your dashboard is increasingly an incomplete picture. The things that will get you are not always the things on it. Knowing what your tools actually watch, and what they’ve stopped watching, is where the work starts.
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Grafana Labs, on May 19, 2026, said an investigation into its recent breach found no evidence of customer production systems or operations being compromised. It said the scope of the incident is limited to the Grafana Labs GitHub environment, which includes public and private source code along with internal GitHub repositories. "After the initial assessment, we found that in addition to sourceView the full article
GitHub on Tuesday said it's investigating unauthorized access to its internal repositories after the notorious threat actor known as TeamPCP listed the platform's source code and internal organizations for sale on a cybercrime forum. "While we currently have no evidence of impact to customer information stored outside of GitHub's internal repositories (such as our customers' enterprises,View the full article
Microsoft has disrupted the infrastructure powering the largest malware code-signing service used to help ransomware groups and other cybercriminals make malicious programs harder to detect on Windows. The threat actors behind the service used stolen identities and impersonated legitimate organizations to obtain more than 1,000 code-signing certificates.
Microsoft seized the group’s website, signspace[.]cloud, revoked the abused certificates, which were obtained through its Artifact Signing service, and took offline hundreds of virtual machines set up by the attackers on Azure. Cybercriminals paid between $5,000 and $9,000 to use the malware signing as a service (MSaaS), highlighting its effectiveness.
Microsoft’s researchers have established clear links between the group running this operation, which it calls Fox Tempest, and ransomware affiliates who worked with gangs such as INC, Qilin, Akira, and Rhysida.
One ransomware group tracked as Vanilla Tempest used the code-signing service to create malcious installers for common enterprise software, such as AnyDesk, Microsoft Teams, Putty, and Webex. These fake but digitally signed installers were distributed via SEO poisoning and malvertising and were used to deploy a variety of backdoors, infostealers, and ransomware programs.
“This case points to how cybercrime is changing,” Steven Masada, assistant general counsel with Microsoft’s Digital Crimes Unit, said in a blog post. “What once required a single group to carry out an attack from start to finish is now broken into a modular ecosystem where services are bought and sold and work interchangeably with one another. Some services are inexpensive and widely used. Others, like Fox Tempest, are highly specialized and expensive because they remove friction or bypass obstacles that make attacks fail, making them both more reliable and harder to detect.”
Code signing at scale
The value of digitally signing executable files is that Microsoft Defender SmartScreen will display weaker warnings for downloaded files, or no warning at all if the file has built up a clean reputation over time. For attacks that rely on users executing rogue installers that masquerade as popular applications, having no scary warnings is a big advantage.
For a digital signature to be valid, it needs to be created by a code-signing certificate that was issued by one of the trusted Certificate Authorities in the Windows Trust Store. Microsoft offers such a service under Azure called Artifact Signing through which developers can obtain short-lived certificates for their applications, but this process requires identity verification.
Fox Tempest likely used stolen identities to pass the verification process and created hundreds of Azure accounts and tenants for use in its operation. The group then built its service on top of these subscriptions and provided code-signing services to the cybercrime ecosystem since at least May 2025.
More recently the group started providing preconfigured VMs hosted on a VPS provider that enabled threat actors to upload malicious files directly and receive signed binaries in return.
“Illicit code-signing certificates have been sold and trafficked for more than a decade,” Masada said. “That includes its use by nation-state actors to target critical infrastructure organizations in Europe. What’s changed is how this activity is marketed, packaged, and sold as a service, along with the scale at which it is now used across ransomware campaigns. Instead of buying certificates one-by-one, criminals upload their malware to a service that signs it for them.”
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Media platform Plex today said that it is increasing the price of its Lifetime Plex Pass option to $750, which is a $500 increase from the current $250 price tag.


Plex said that the updated price reflects the "real, ongoing value" of the software that it plans to build and maintain. The company has considered removing the Lifetime Plex Pass because recurring subscriptions pay for long-term development, but Plex wants to continue to offer it because it's a "valuable option" for many in the Plex community.For those unfamiliar with Plex, it is media server software that lets users stream their library of content from a device with the server software installed to any other connected smartphone, tablet, or TV. The Plex Pass unlocks features like server management, hardware transcoding, offline downloads, mobile syncing, remote streaming, and more.

Plex previously increased the cost of the Lifetime Plex Pass from $120 to $250 in March 2025.

Plex customers who previously bought a Lifetime Plex Pass will still be able to access the benefits and perks associated with a Plex Pass with no change. Customers can purchase a Lifetime Plex Pass for $250 prior to when the price changes.

Plex is also not increasing the price of its subscription Plex Pass, which is $7 per month or $70 per year.

In addition to announcing the upcoming price change to the Lifetime Plex Pass, Plex shared its roadmap. It is working to implement improvements to downloads like grouping by show, and updates to its mobile apps.

The Lifetime Plex Pass price increase will go into effect on July 1, 2026 at 12:01 a.m. UTC.Tag: Plex
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Google today said that its first "intelligent eyewear" product is set to launch this fall. It is teaming up with Samsung and eyewear manufacturers Gentle Monster and Warby Parker to launch new AI audio glasses.


The glasses will run Android XR, which is Google's platform for smart glasses and AR/VR headsets. There are cameras, speakers, and microphones in the glasses, but there is no display in the lenses.


Google previewed two of the designs coming from Gentle Monster and Warby Parker, though there will be other options. Google says the two companies will have "full collections" available when the glasses launch.

The glasses support Gemini AI, with Gemini integrated into all of the available features. Users will be able to say "Hey Google" or tap the side of the frame to bring up Gemini, and Google says the AI can do the following:

Gives information about what the wearer sees, like reviews for a restaurant nearby, the name of a cloud formation, or details on a confusing parking sign.
Offer sight-based navigation with turn-by-turn directions. Gemini can add stops or locate nearby locations like restaurants based on user preferences.
Manage calls, send texts, and summarize messages.
Listen to music.
Capture photos and videos and edit them with Google's Nano Banana AI image editing engine.
Translate speech and writing in real time.
Complete multi-step tasks like ordering coffee via DoorDash.
Use apps on a connected smartphone with voice-based commands.

Google says that its upcoming glasses will be able to work with iPhones in addition to Android smartphones.

Apple is working on its own AI smart glasses that are expected to have similar capabilities, but rumors suggest Apple's glasses won't be ready until 2027.

In the future, Google plans to launch "display glasses" that have a small display in the lens to relay information from Gemini, but that product is not coming until later.Tag: Google
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Until a few days ago, a publicly-accessible GitHub repository exposed credentials for both US government AWS accounts and internal Cybersecurity and Infrastructure Security Agency (CISA) systems.
That’s according to cybersecurity reporter Brian Krebs, who first broke the news over the weekend, acting on a tip from researcher Guillaume Valadon at GitGuardian.
Valadon confirmed the information in an email interview with CSO.
Based on the repository’s commit history and the account creator’s own troubleshooting notes, committed back into the repo, Valadon believes the repository was run by a CISA contractor who created it on his personal GitHub account.
“This is a serious breach of security controls, because secrets are stored in plain text and committed to Git instead of being fetched from a secret manager at runtime,” he wrote, “and because internal documents meant to remain private were pushed to a public repository inside a personal developer account.”
GitGuardian is a French-based service whose products scan internal and external sources, including GitHub, for exposed secrets.
On May 14, it found a public GitHub repository named “Private-CISA.” The repository, which had been live since November 13, 2025, contained 844 MB of data, including Kubernetes files, GitHub Actions workflows, internal documentation backups, personal documents and operational scripts, plain-text passwords, AWS tokens, and GitHub access tokens. 
The good news: GitHub events data indicates the repository was never forked, Valadon said, “which limited the blast radius.”
The bad news: The owner of the account didn’t reply immediately to Valadon’s warning message, which is why he went to Krebs.
Valadon also reported the leak to the US-based Computer Emergency Response Team Coordination Center (CERT/CC) on May 14, and the next day reached out to CISA. The repository was offline that night. “I must credit them [CISA] for deleting this repository quickly,” Valadon said. “Most of our responsible disclosures take much longer, and many are never fixed. Managing to take the repository offline in a day is impressive work.”
“I worked nine years at ANSSI [France’s equivalent to CISA],” Valadon added, “and now, dealing with leaks daily at GitGuardian, this is definitely one of the worst I have ever seen.”
Based on the account’s data, Krebs believes it was run by a Washington, DC area cybersecurity firm contracted by CISA. The company wouldn’t confirm that when CSO asked for comment, instead referring questions to CISA.
Asked for comment, a CISA spokesperson said in an email that the agency is aware of the reported exposure and is continuing to investigate the situation. “Currently, there is no indication that any sensitive data was compromised as a result of this incident,” they wrote. “While we hold our team members to the highest standards of integrity and operational awareness, we are working to ensure additional safeguards are implemented to prevent future occurrences.” 
There are many serious security problems with GitHub repositories, ranging from fake repositories created by threat actors to legitimate accounts that are wrongly created with public access. And last month, researchers at Wiz uncovered an injection vulnerability in the internal git infrastructure that could have enabled hackers to execute arbitrary commands on GitHub’s backend servers.
In the current case, the problem is human; GitHub repositories can contain a range of secrets, such as tokens and credentials included by account creators, which is why users need to implement GitHub’s extensive protections and security best practices, including limiting access to the repository.
Related content: GitHub accounts targeted with fake security alerts
What CSOs and CIOs should do
Exposing secrets on GitHub “is a serious and sadly common problem,” commented Johannes Ullrich, dean of research at the SANS Institute.
But, he added, there are several steps IT can take to prevent this. First, secrets such as passwords and API keys must be centrally managed. An enterprise-wide secret management process isn’t easy to implement, he acknowledged, “but it is also your best bet to avoid secrets from being handled inappropriately.”
Second, use tools that proactively scan user systems and public services such as GitHub for exposed keys. “These products are essential to enforce any policy governing the secure handling of secrets,” Ullrich said.
“In this particular case, the fault appears to have been with a contractor, not CISA itself,” he noted. “Managing vendor relationships is important and must include agreements on how to handle secrets used to access internal systems and data.”
Veteran consultant Robert Enderle of the Enderle Group noted that this kind of exposure happens with alarming frequency. “Developers are often under immense pressure to deliver code quickly,” he said, “and the lines between personal and professional repositories can easily blur. However, for a contractor tied to CISA — the very agency tasked with defending our national infrastructure — the potential fallout is catastrophic. Leaving credentials exposed in a public GitHub repository is akin to leaving the master keys to the nation’s cyber defenses on a public park bench. Had those credentials been leveraged by a nation-state actor, it could have facilitated a massive supply chain attack or deep infiltration into critical government systems.” 
To mitigate that potential, CSOs and CIOs must stop relying on policy alone and implement robust, automated governance, Enderle said. “You cannot expect humans not to make mistakes; you have to build systems that catch them,” he said. This means mandating automated secret scanning tools that actively block commits containing credentials or API keys before they ever hit a repository. Enterprises also need to enforce strict separation between personal and professional developer environments, mandate multi-factor authentication (MFA) across the board, and embrace a zero trust architecture that assumes credentials will eventually be compromised, he said.
Valadon added that CSOs and CIOs should perform full secret scanning on all internal repositories, not just public GitHub accounts, block secrets before they reach the repository, use short-lived credentials wherever possible, deploy honeytokens, such as fake passwords that would trick curious attackers, in sensitive repositories, and inventory where their organization’s code actually lives, including checking whether it’s in employees’ and contractors’ personal GitHub accounts.
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Nintendo today announced a new mobile game called Pictonico, which is set to launch on Thursday, May 28. Pictonico turns photos into minigames like those you see in WarioWare.


The app's website features players taking photos of themselves and their friends, with the app altering the photos in different ways. In one example, the person's mouth opens up widely to chomp on corn with a tap, and in another, a person is bundled up with a mummy and the goal is to unwrap the mummy.


There are 80 minigames to play through, at normal, high-speed, and danger zone speeds that make gameplay more challenging. As players progress through the levels, the game will get more difficult. Pictonico can use photos from the Photo Library, or photos taken with the iPhone's camera from the game interface. Nintendo says that photos remain on device and are not sent to its servers.

Pictonico was co-developed with Intelligent Systems, which is the studio that created the WarioWare game series.

According to Nintendo, the game is free to try, with three minigames available at no cost. Unlocking the "Volume 1" games costs $7.99, while a "Volume 2" series is available for $5.99.

Pictonico is available for pre-order from the App Store. [Direct Link]Tag: Photos
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The world’s largest open-source registry, node package manager (npm), has been hit by another fast-moving malware attack, this time targeting the widely-used AntV enterprise data visualization tool.
Unlike last week’s high-profile npm attack on TanStack, which exploited a complex GitHub Actions cache poisoning weakness, the latest incident early on May 19 took the more conventional route of compromising the credentials of a high-value npm maintainer account.
According to analysis by SafeDep, the account in question, atool ([email protected]), which publishes the timeago.js JavaScript library, had rights to a large catalog of packages, including popular tools such as size-sensor (4.2 million downloads per month), echarts-for-react (3.8 million), @antv/scale (2.2 million), and timeago.js (1.15 million).
This privilege level allowed the attacker to publish at least 637 malicious versions across 317 different npm packages in a single 22-minute burst. This resulted in the compromise of a big chunk of Alibaba’s AntV namespace, a growing platform across Asia, the US, and Europe used to build dashboards, user interfaces, and interactive applications.
Attacks on the npm supply chain this year plot a challenging trend, said Aikido Security in its analysis. “This is the third major wave we have tracked. It went from a handful of SAP packages in April, to 169 packages in the TanStack wave, to a much larger set of packages now. Each wave has been faster and broader than the last.”
“Here We Go Again”
Anyone unlucky enough to be infected by one of the malicious packages will find themselves on the receiving end of the potent Mini-Shai-Hulud worm, the source code for which was recently briefly released to other criminals on GitHub.
Its purpose is to steal npm and GitHub tokens, as well as credentials from 130 file paths, including multiple cloud platforms, Kubernetes, Docker, Hashicorp, password vaults, SSH keys, and Bitcoin wallets.
For unknown reasons, the attackers then use stolen CI/CD tokens to store exfiltrated data in public GitHub repositories themed on the science fiction novel Dune, which, within hours of this attack, grew to 2,500 in number. Each repository description contains the string “niagA oG eW ereH :duluH-iahS” (“Shai-Hulud: Here We Go Again” backwards).
In theory, the malware is also capable of persistence via a Python-based backdoor installed at ~/.local/share/kitty/cat.py, although according to security company Wiz, this function doesn’t yet seem to be active.
The group behind the campaign, TeamPCP, doesn’t lack for ambition: the malware even tries to modify Claude Code’s settings.json, which allows the malware to be stealthily reinstated with full LLM privileges in case the infected npm packages have been removed.
Next steps
After the attack was detected, AntV’s maintainers issued the following warning on GitHub:
“Due to the impact of an external worm attack, AntV-related npm packages have been compromised. The infected packages have been deleted, while the remaining ones have been marked as deprecated,” it read. “Users are advised to carefully identify and download the latest versions. AntV is actively contacting the npm registry to have the deprecated packages removed.”
In other words, while malicious versions have been deleted, remaining packages should be treated with extreme caution, providing an incentive for developers to audit and move to known safe versions.
Because the attack infected multiple versions of the same library, establishing a known safe version will be perilous. Developers can consult a list of compromised packages (published by SafeDep as a .csv), although it’s safe to assume that if any version of the AntV library is in use, infection is a possibility.
Beyond that, recommended actions are to look for signs of compromise in CI/CD environments and repositories, and to rotate all credentials.
But the most important advice from experts is much simpler: strengthen defenses against future attacks targeting npm by improving monitoring and package verification.
This article originally appeared on InfoWorld.
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Gordon understands your environment, proposed fixes, and takes action across your entire Docker workflow. Now generally available.
Image 1: Gordon in Docker Desktop
Why Gordon Exists 
Developers are more productive than ever. AI coding assistants are writing code, merging PRs and cutting review cycles. But the moment something breaks in a container, or a teammate hands you a service and says “ship it,” you’re on your own. 
Containers don’t break the way they’re supposed to. Build cache invalidates for no reason. Postgres can’t see Redis. The image works locally and crashes in CI. The error message links to a Stack Overflow thread from 2017. 
Modern software development is a stack of friction stacked on top of friction. And the AI tools you already use can’t help. Cursor doesn’t know what’s running. Copilot can’t read your logs. Claude Code can’t inspect your Compose file. They’re great at application logic, but they’re not built for everything that happens after code is written. They work from what you paste in. They don’t know your system.  
Docker’s AI Agent, Gordon, does.
Meet Gordon 
Gordon is Docker’s AI agent built for the work developers actually do. Not a chatbot that explains what to do. An agent that takes action, with your approval, across your entire Docker workflow. 
Gordon reads your running container logs, images, compose files, and working directory. It already knows your environment before you ask. The context is what makes Gordon different. When something breaks, Gordon doesn’t send you to the docs. It traces the failure in your actual setup, proposes a fix, and waits for you to say go. 
Gordon is optimized for Docker and container workflows, but it helps wherever developers need it. Containerize a Node.js app. Debug a crashing container. Spin up a stack of Postgres, Redis, and your own service in one prompt. Read the logs and figure out why your service can’t reach the network. Ship it.
Under the hood, Gordon has shell access, filesystem operations and the full Docker CLI, a knowledgebase of Docker docs and best practices and web access. We don’t build rigid features. We give Gordon a broad set of capabilities and let the agent figure out how to combine them to solve what you actually asked for. New capability in, new behaviors emerge.
It lives where you already work. Inside Docker Desktop and CLI. No new tools to learn. No context to rebuild every time you switch tasks. 
Your coding assistance helps you write the code. Gordon helps you ship it.
Image 2: Gordon welcome screen
What Gordon Does for You
When something is broken
Your build fails. The error log is dense and unhelpful. You’ve spent twenty minutes scrolling Stack Overflow and you’re no closer.
Tell Gordon: “My container keeps exiting.” Gordon reads the logs, traces the failure to the actual cause, a missing env var, a bad base image, a misconfigured volume mount, proposes a fix, and applies it after you approve. Twenty-minutes collapses to just two. 
When you’re starting something new
A teammate hands you a service and says “ship it.” No Dockerfile. No compose file. No idea how it talks to the production database. 
Tell Gordon: “Containerize this app and set up a dev environment with Postgres.” Gordon reads your code, drafts the Dockerfile, builds out a docker-compose with the stack, runs it, and shows you the result. From “ship it” to running locally in one conversation.
When you just want it done
Sometimes you don’t need a thoughtful AI agent. You need to clean up dangling images, stop everything that’s running, or pull and run nginx, and you don’t want to look up flags.
Tell Gordon: “Clean up unused images.” Gordon shows you the command, you approve, it runs. Fast Docker without the man pages.
When you want it better
Your Dockerfile works but the image is 2GB and it rebuilds every time you sneeze. You know there’s a better version of it. You don’t have an afternoon to find it.
Tell Gordon: “Optimize this Dockerfile.” Gordon proposes a multi-stage build, reorders layers for cache hits, swaps in a slimmer base image, and adds a health check. You diff, you approve, you ship.
When you need context fast
You’re mid debug and you need to know what’s running, what’s using disk, what’s stale. Stopping to look up flags breaks your flow.
Ask Gordon:  “Show me running containers.” “How much disk space is Docker using?” “List my images.”
Gordon already knows your environment. Running containers, images, volumes, networks. It answers without you stopping to remember whether the flag is -a or –all. No pasting. No setup. Just ask.
When you’re learning
Docker has a lot of concepts, and most of the explanations on the internet are years out of date. You’re deep in a new code base and you need to understand volumes, or networking, or why your multi-stage build isn’t doing what you think it is. 
Ask Gordon: “Explain bind mounts vs named volumes in the context of my setup.” “Why is my service not reaching the network?” 

Gordon explains Docker concepts grounded in your actual setup, in plain language, today. Not a blog post from 2019. Your code, your environment, your answer. 
Image 3: Debugging session with Gordon
Where Gordon Lives
Gordon lives where you already work. No new tool to install. No context to rebuild. It’s built into Docker Desktop and the CLI so you can go from question to action without leaving your workflow. 
Docker Desktop
Gordon has its own tab inside Docker Desktop. Detach it to float alongside your work, with full context of your environment: running containers, images, volumes, the works.
Gordon, mid-task 
The tab isn’t the only way in. Gordon shows up across Docker Desktop at the moment you need it. A container fails to start? Launch Gordon straight from the container list and let it diagnose and fix the problem in place. Same for images, volumes, builds, and search. Wherever Docker Desktop surfaces a problem, Gordon is one click away.
docker ai
Prefer the terminal? Run docker ai from any directory. Same agent, same context, terminal-native. For when you live in a TUI and don’t want to leave it.
Gordon is available on Docker Desktop 4.74 and above.
You’re Always in Control
Gordon takes action, but it always asks first. 
Every shell command, every file modification, every Docker operation is shown to you before it runs. You approve, you reject, or you redirect. Gordon proposes. You decide.
We built it this way because an agent that can run commands on your machine should never surprise you. The convenience is in Gordon thinking through the problem, pulling the right context, and lining up the right command. The judgment is still yours. 
This is what staying in control actually looks like:
Approval First. Every action requires your explicit go-ahead. Every time.  Session-scoped permission. Permissions reset when you close the session. No lingering access.  Full transparency. You see exactly what commands Gordon wants to run before it runs.  Configurable. For trusted workflows, you can enable auto-approve and let Gordon move faster.  Privacy, plainly. We don’t store your code or personal information. Our AI providers don’t retain your data either. Gordon processes your request and that’s it.  Gordon runs on Docker’s SOC 2 Type 2 attested, ISO 27001 certified infrastructure. 
Gordon Completes the Stack
Gordon isn’t a replacement for the tools you already use. It’s the agent layer that ties them together.  
Use Gordon when you’re working with Docker, containers, infrastructure, debugging, or anything between your laptop and production. Use coding assistants when you’re deep in application logic, refactoring, or generating new code. Use both when your task spans the stack, which it usually does. Most tasks span the whole stack. Your coding assistants help write your code. Now you have an agent that handles both ends. 
Start Free. Scale When You’re Ready. 
Gordon is included free with every Docker account. No set up. No credit card. Just open Docker Desktop 4.74, login, click the Gordon tab, and start. 
Free covers everyday use. Limits reset every few hours so you’re never blocked for long. When Gordon becomes a core part of your workflow, upgrade anytime for more capacity.  
Need more? Gordon standalone plans give you 2x to 20x the capacity of the free tier. They’re add-ons. Any Docker account can buy one, including Free. 
Gordon Plus: 2x usage for regular users hitting base limits. $20/mo. Gordon Max: 5x usage for developers who rely on Gordon daily. $50/mo. Gordon Ultra: 20x usage for power users who live in Gordon. $200/mo. See full plan details →
Already using Gordon on a paid Docker plan? Check your email for details on your transition. 
Gordon Is Ready Today. Start Shipping. 
Gordon is generally available today. Free for every Docker account. Built into the tools you already use. Ready to take action the moment you need it. 
This isn’t just another feature upgrade. Gordon is how Docker is building intelligence into the entire developer workflow. Not a standalone AI tool you have to context-switch into, but as an agent layer woven into Desktop, Scout, Offload, Sandboxes and Model Runner. Every part of the stack, working together, with an agent that already knows your environment. 
Developers have always trusted Docker to build, ship and run software. Gordon is what that trust looks like when it can act on your behalf.
Get started today:
Update Docker Desktop to 4.74 or above. Open Desktop, click the Gordon icon in the sidebar, and start a conversation. Run docker ai in your terminal for the same agent in CLI form. Explore Gordon Plans. Start free. Upgrade when you’re ready.  Read the docs. Everything you need to start shipping faster.  Contact sales to learn more. View the full article
Google held its annual Google I/O event today, launching new AI products and giving us a look at what's coming in the near future. Google I/O is Google's equivalent of Apple's Worldwide Developers Conference, and Google's announcements offer insight into what Apple is going to be competing with in the coming months.


We've rounded up everything Google announced at I/O across its product lineup.
Gemini


Gemini Omni - Gemini Omni is a new model that can create anything from any input, and that is better at simulating gravity and kinetic energy. It combines Gemini intelligence with generative models like Nano Banana and Veo. It supports conversational language video editing, and allows users to upload videos and edit any element in the video. Omni is starting with video, but Google's Demis Hassabis says it will eventually be able to create any output from any input.
Gemini Omni Flash - Gemini Omni Flash is the first Omni model that Google is releasing, and it is available starting today in the Gemini app.
Gemini 3.5 Flash - Gemini 3.5 Flash is a new model that Google's Sundar Pichai said combines frontier intelligence with action. Flash is better across almost all benchmarks compared to 3.1 Pro, and it is "comparable to the best models" but faster. Gemini 3.5 Flash is available for everyone today across Google's products and APIs.
Gemini 3.5 Pro - Google is testing Gemini 3.5 Pro internally, and it's coming next month.
Gemini App - Google redesigned the Gemini app with a new Neural Expressive design language that's rolling out today on desktop, iOS, and Android. It features fluid animations, vibrant colors, haptic feedback, and new typography. It's also getting custom regional dialects in the next few months. Gemini Omni is available for paid Plus, Pro, and Ultra subscribers in the Gemini app today, making it easier to create and edit videos.
AI Agents for Gemini - Gemini is getting AI agents, like a Daily Brief agent that presents users with a customized daily digest. Daily Brief is rolling out today for paid subscribers.
Gemini Mac App - Mac users will be able to select a bunch of images and documents in Finder, and then press the Function key to give Gemini a voice command on what to do with the files. Google's demo involved sending an email to a dog kennel with the dog's information and image, with info pulled from Finder to generate an email using Gmail in Chrome. Voice support and Gemini Spark are coming to the Gemini Mac app this summer.
Gemini for Science - Gemini for Science is a collection of science tools, and there's also a Co-Scientist collaborative AI research partner.

AI Content Identification


Identifying AI-generated Images - C2PA content credentials are coming to Gemini and Chrome. Google's tools can tell if an image was captured with a camera or made with AI, and can determine whether an image captured with a camera was edited with AI. Users will be able to right-click on an image in Chrome and ask Gemini whether it was generated with AI.

Antigravity


Antigravity 2.0 - Google is launching a new agent-first Antigravity 2.0 app for the desktop that uses Gemini 3.5 Flash. Antigravity is Google's coding tool, and the equivalent of Copilot, Codex, and Claude Code. Gemini 3.5 Flash is 12x faster in Antigravity, which optimizes token use. Antigravity 2.0 is available globally for everyone.

Gemini Spark


Gemini Spark - Gemini Spark is a personal AI agent that helps users navigate their digital life. Gemini Spark runs on virtual machines through Google Cloud, and it is able to operate 24/7, with no need to have a laptop open for it to run. It's accessible through the Gemini app, but there will also be options to email or message it. It uses Gemini 3.5 Flash and Antigravity to work on long-running tasks in the background. It integrates with Google tools now, and Google is debuting MCP support for third-party apps in the coming weeks. Gemini Spark can do multi-step ongoing tasks, planning out subtasks and going through the steps. Gemini Spark will be available for Google AI Ultra subscribers in the U.S. next week, and it will work with Chrome later this summer.

Google Search


Google Search - Google Search AI Mode and AI Overviews now use Gemini 3.5 Flash. "Google Search is AI Search," was Google's messaging. There's a new Google Search box that's been reimagined with AI, and it changes based on how you're using it and goes "beyond autocomplete" to help you better ask questions. The search box supports images, files, videos, and Chrome tabs as input in addition to text. Pichai said it's the biggest upgrade to the search box in over 25 years, and it's rolling out today. Google is also combining AI Overviews and AI Mode into one interface.
Agents in Search - Search is gaining support for creating and managing multiple AI agents. It can keep users updated on what's going on in the world, like changes in the stock market, and send alerts. Search will be able to monitor changes on webpages, so users can get alerts on things like sneaker drops. Information Agents are coming to search in the summer, and Google plans to add more agents.
Coding in Search - Agentic coding capabilities are coming to Search. Search will be able to build a custom response on the fly with dynamic layouts, interactive widgets, and more for queries. It uses Antigravity and 3.5 Flash. Search can create tools, trackers, widgets, and dashboards. Generative UI in Search is rolling out this summer for everyone with no charge. Antigravity in Search for building custom experiences is coming in the summer for subscribers first.
Shopping in Search - Google has a new Universal Cart coming this summer to Search and the Gemini app. It's an intelligent shopping cart that works across merchants and services. You can add things to the cart when reading Gmail, watching YouTube, or browsing the web, then check out on Google or on third-party retailer sites. Google has a Universal Commerce Protocol and an Agents Payment Protocol for agentic shopping. The payments feature lets AI agents make payments on your behalf using parameters that you set like a brand and price. It's coming to Gemini Spark later this year.

YouTube


Ask YouTube - YouTube is getting an Ask YouTube feature, which is similar to the Ask Maps AI feature. It uses Gemini and lets users ask questions. It supports context and follow-up questions, and it's in testing now. It will roll out broadly in the United States this summer.

Google Docs


Docs Live - With AI integration in Docs Live, users can speak or write parameters of what they need, and Gemini can create a document. Google's Sundar Pichai said users could "brain dump" and then let Gemini "do the rest." The feature supports text-based commands for creating and editing content.

Hardware


Android XR Audio Glasses - The first Android XR audio glasses are coming this fall, providing all-day access to Gemini with responses privately spoken into the wearer's ear. The glasses can be used for taking photos, listening to music, making calls, and tapping into apps. Google worked with Gentle Monster and Warby Parker on the design of the glasses, and Samsung on hardware. The glasses will pair with Android and iOS devices.

Miscellaneous Announcements


Google AI Ultra Plan - Google has a new $100 Ultra plan, and it's dropping the price of its top-tier Ultra plan from $250 to $200.
Android AI Agents - Android Halo lets Android users keep an eye on AI agents, and it shows activity at the top of an Android device. It's coming to Android later this year.
Google Pics - Google Pics is Google's new image generating and editing tool in Google Workspace. It can create posters, flyers, infographics, and more, similar to Canva. Content is watermarked with SynthID. Pics is rolling out this summer.
Stitch - Stitch is Google's Figma-like tool that lets users build apps and websites. This year, Google is adding real-time collaborative design with Stitch Agent, exports to Antigravity, and publishing directly to Netlify.
Google Flow - Google Flow, Google's "AI creative studio" for creatives, is getting Gemini Omni, AI agents for executing multiple actions at once, and custom tools with Flow Tools. New Google Flow features are available today.

Many of Google's new features are rolling out today, with the rest planned for later this year. Apple is going to hold its WWDC 2026 keynote on June 8, and that's when we'll see if Apple debuts equivalent features.Tags: Android, Gemini, Google, Google I/O
This article, "Google I/O 2026 Roundup: Gemini 3.5, AI Search, Android XR Glasses, and More" first appeared on MacRumors.com

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Apple today announced that its Apple Sports app is now available in more than 90 additional countries, including Australia, New Zealand, Japan, India, Singapore, South Korea, Taiwan, Thailand, the Philippines, Saudi Arabia, the United Arab Emirates, South Africa, and many others across the Asia-Pacific, Middle East, and Africa.


The app was already released in North America, South America, and Europe. In total, it is now available in 170 countries and regions around the world.

Apple also said the app offers these 2026 FIFA World Cup features:
Tournament bracket view: The clean, scrollable view of matchups and results for each round allows fans to easily track a team's progression from the group stage through their final match.
Visual formations: Enhanced game cards feature visual formations for each team's starting lineup to provide deeper tactical insight ahead of each match.
One tap to Apple News: Apple News connects fans directly to comprehensive editorial coverage, including the latest headlines.Apple Sports supports the Live Activities feature, allowing users to follow their favorite World Cup teams and keep track of scores for each match at a glance on the iPhone's Lock Screen or Dynamic Island, and on the Apple Watch.

"The World Cup unites fans across the globe, making it the ideal moment to bring Apple Sports to even more users," said Oliver Schusser, Apple's vice president of Music, Sports, Apple TV, and Beats. "Apple Sports was designed to be fast and simple, giving fans an easy way to stay on top of scores, stats, and the action that matters most in real time."

The app remains available on the iPhone only.Tags: Apple Sports, FIFA, World Cup
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In his new role as Chief Hardware Officer, Apple's longtime chipmaking chief Johny Srouji has reorganized the company's hardware development leadership "to speed up work on future devices," according to Bloomberg's Mark Gurman.


The reshuffling is aimed at bringing chip and product development closer together.

"The hardware shake-up is also meant to better integrate teams working on in-house silicon with those creating products," explained Gurman.

The report said oversight of Apple's product design is moving from Kate Bergeron to two of her longtime deputies: Shelly Goldberg and Dave Pakula. Goldberg was already in charge of Mac product design, while Pakula led Apple Watch, iPad, and AirPods product design, but now they will oversee all of Apple's products.

Apple's product design group is distinct from the industrial design group, the report explained.

"Industrial design drives the overall vision and appearance of new devices, while product design focuses on translating those concepts into actual products that can be shipped to consumers," said Gurman.

Bergeron is gaining oversight of product reliability across all Apple devices, and she will continue to lead the team overseeing which materials are used for products.

With John Ternus set to become Apple CEO on September 1, the report said two of Ternus' former deputies will now report directly to Srouji: Matt Costello, who has led development of Apple's home and audio products, and Kevin Lynch, who runs a special projects group focused on the development of robotics devices.

The report outlines many other role changes, with the reorganization sounding quite significant overall heading into the Ternus era of Apple.Tags: Bloomberg, John Ternus, Johny Srouji, Mark Gurman
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Apple has quietly agreed to hire employees and license intellectual property of Animato, a small California-based company that has developed software for creating virtual avatars used in video chats and tutoring, according to a European Commission filing spotted by MacRumors.


The acquisition was filed under the EU's Digital Markets Act in January 2026, and appears to be what's known as a "structured acqui-hire." In other words, Apple is able to make employment offers to certain Animato employees and receive a non-exclusive license to the company's intellectual property, as well as acquire its patent applications.Animato was founded in October 2022 by Francesco Rossi, who previously spent seven years at Apple before leaving to start the company.

Animato is best known for a free app called "Call Annie," which launched in April 2023, and gave ChatGPT a real-time animated avatar face, allowing users to have video-style conversations with the AI chatbot.

The app later moved into language learning by offering avatar tutors for practicing English, Spanish, French, German, Japanese, Mandarin, and Korean through video conversations.

Animato also came out with a macOS virtual camera app called Animato Studio that let users make themselves appear as fantasy figures and anime avatars during video calls and live streams.

Both App Store listings have since been removed following the acquisition, and the Call Annie website says the app has been discontinued.

It's Apple's second acquisition of a digital avatar company in just over a year. In January 2025, Apple acquired technology, IP, and physical assets from TrueMeeting, a company specializing in the development of digital avatar technology for meetings.

Apple already offers avatar-style technology with Memoji on iPhone and its Personas feature on Apple Vision Pro, the latter of which generates a realistic digital representation of the user for FaceTime calls.Tags: Animato, Apple Acquisition
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Faced with the growing volume of submission to its bug bounty program, GitHub is replacing cash bounties with swag rewards for reports with low security impact — and asking researchers to stop submitting reports that are low quality or about things that aren’t its fault.
The cloud-based code repository platform has seen a sharp increase in submissions that don’t demonstrate real security impact over the past year due to newer tools such as generative AI.
“Not every valid submission represents a meaningful security risk. Some reports identify hardening opportunities or documentation gaps,” Jarom Brown, a senior security researcher at GitHub, wrote in a blog post.
On top of that, he said, many of the reports GitHub receives describe out-of-scope scenarios in which someone experiences an “undesirable” outcome after interacting with malicious content in GitHub.
“These reports are often well-written and technically accurate in their observations, but they misunderstand where the security boundary lies. When an ‘attack’ requires the victim to actively seek out and engage with attacker-controlled content (cloning a malicious repo, asking an AI tool to analyze untrusted code, opening a crafted file), the security boundary is the user’s decision to trust that content. These scenarios generally don’t represent a bypass of GitHub’s security controls,” he wrote.
Brown’s explanation also serves as a reminder to GitHub users of what the company expects them to do to protect themselves.
Although artificial intelligence has swollen the flood of bug reports, GitHub doesn’t want security researchers to stop using it. “We have no problem with researchers using AI tools. AI is a force multiplier, and we expect it to play an increasing role in security research. We use AI across our own internal security programs, and we’re seeing the best external researchers do the same. We welcome it,” Brown wrote.
But all AI-generated submissions must be reviewed and validated by a human first —a rule that has applied to the use of any tool to help with bug hunting.
In this way, GitHub hopes to screen out reports without a proof of concept, theoretical attack scenarios that don’t hold up under scrutiny, and others covered by its published list of those ineligible for rewards.
AI-generated noise is an industry problem
GitHub isn’t the only bug bounty provider struggling with the volume of submissions — although not all are as welcoming of AI.
Security vendors, open-source maintainers, and bug bounty platforms across the industry, analysts warned, have increasingly complained about a flood of low-quality, AI-assisted vulnerability reports that consume analyst time, slow incident response, and make it harder to identify legitimate threats amid growing volumes of automated noise.
Open-source project Curl has eliminated its bug bounty due to AI slop, and HackerOne paused payouts form its Internet Bug Bounty program because it couldn’t keep up with AI submissions. The Google Open-Source Software Vulnerability Reward Program is also restricting payouts.
And Linux creator Linus Torvalds recently warned that a “continued flood” of AI-generated vulnerability reports had made the Linux kernel security mailing list “almost entirely unmanageable” because of massive duplication from researchers using the same AI tools to find identical bugs.
Cutting off the security talent pipeline
Pareekh Jain, principal analyst at Pareekh Consulting, said GitHub’s switch from cash payouts to swag could reduce participation from new and independent researchers, many of whom rely on rewards from smaller findings to build credibility, sharpen their skills, and sustain their work financially.
That decline in participation at the lower end of the ecosystem could have longer-term consequences for the cybersecurity talent pipeline if fewer newcomers see bug bounty hunting as a viable path to learn, contribute, and grow within the security community, said Akshat Tyagi, associate practice leader at HFS Research.
On the flip side though, Tyagi pointed out that the move could be positive for experienced researchers: “Less queue noise means faster triage, faster payouts, and more program credibility.”
An open door, but not for everyone
Greyhound Research chief analyst Sanchit Vir Gogia expects platforms such as GitHub to respond to the AI deluge by introducing more explicit trust controls to contribution workflows.
“Some will be visible: permissions, rate limits, templates, identity verification, reputation scoring. Others will be less visible: ranking systems, automated pre-triage, AI-origin signals, behavioral scoring, and quiet prioritization of known-good contributors,” he said.
And  Jain suggested GitHub could apply its recently introduced Stacked PRs code review tool to its bug bounty program. “Just like stacked PRs help developers review AI-generated code in smaller and more structured chunks, bug bounty platforms may introduce more structured vulnerability submissions with automated validation, reproducible exploit steps, deduplication, and AI-assisted triage,” he said. “Security reporting could start looking more like a CI/CD workflow instead of long text-based reports.”
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Apple's retail operation turns 25 years old today, marking a quarter century since the company opened its first stores on May 19, 2001.



Steve Jobs personally guided members of the press through the Tysons Corner store four days before it opened, after Apple announced the retail initiative on May 15. Some 500 visitors lined up before dawn on opening day, with the queue growing to over 1,000 by the time the doors opened at 10 a.m. The two stores, located at Tysons Corner Center in McLean, Virginia and Glendale Galleria in California, welcomed over 7,700 visitors and recorded $599,000 in combined sales across their opening weekend.

The decision to enter brick-and-mortar retail came at a precarious moment for Apple. With a market share hovering around 2.8%, the company was struggling to showcase its products through third-party retailers, where Macs were routinely relegated to dusty corners staffed by clerks with limited product knowledge. Jobs believed Apple would never shed its "cult" image unless it controlled the entire customer experience right down to the point of purchase. As he told Walter Isaacson for his biography: "Unless we could find ways to get our message to customers at the store, we were screwed."

To lead the retail push, Jobs recruited Ron Johnson, who had transformed Target's image with his designer merchandise line. Together they refined the store concept in a secret warehouse prototype, working through every detail from the single-entrance layout to the Genius Bar, which Johnson modeled on the service experience at Ritz-Carlton hotels. Gap CEO Mickey Drexler, who had joined Apple's board in 1999, also played a key role in shaping the retail vision.



Skepticism was widespread at the time. Apple's sales had dropped 29% the previous year, Gateway had just shuttered 40 of its own stores, and Channel Marketing analyst David Goldstein publicly predicted Apple would be "turning out the lights on a very painful and expensive mistake" within two years.

By 2003, Apple was recording $3 million in profit per store, per quarter, with approximately 60,000 visitors at each location. Apple Retail hit $1.2 billion in revenue in 2004, breaking the record for the fastest retail operation to reach a billion-dollar milestone. The company today operates more than 500 stores across 27 countries, with each location generating approximately $5,500 per square foot annually, among the highest figures in the retail industry.

The original Tysons Corner store relocated and reopened in a larger, redesigned space within the same mall in May 2023. Apple retail stores in both Tysons Corner and Glendale Galleria locations remain open today.Tag: Retail
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Best Buy kicked off its annual Memorial Day sale this week, with notable markdowns on Apple devices, TVs, headphones and speakers, monitors, appliances, and much more. This sale is set to last through Memorial Day on Monday, May 25, and you don't need to be a My Best Buy Plus or Total member to see the deals.

Note: MacRumors is an affiliate partner with Best Buy. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

In terms of Apple devices, you can find solid deals on MacBook Air, iPad, MacBook Pro, Beats accessories, and more. In most cases Best Buy is offering same day pick-up on these products, and there are several free shipping options as well.

SITEWIDE SALEBest Buy Memorial Day Sale

Some of the biggest discounts you'll find in Best Buy's Memorial Day Sale are on TVs, with major savings from popular brands like Insignia, Samsung, and LG. Best Buy has Samsung's popular line of The Frame TVs on sale, including the 65-inch 2025 model for $999.99 ($600 off) and the 65-inch The Frame Pro for $1,499.99 ($400 off), both of which match record low prices.

Apple

20W USB-C Power Adapter - $14.99 ($4 off)
11-inch iPad - $299.00 ($50 off)
AirPods Max (Gen 1) - $449.99 ($100 off)
15-inch M5 MacBook Air - $1,149.00 ($150 off)
16-inch M5 Pro MacBook Pro - $2,449.00 ($250 off)
TVs

55-inch Toshiba C350 4K Smart Fire TV - $249.99 ($150 off)
65-inch Samsung U7900 4K Smart TV - $329.99 ($140 off)
65-inch LG UA7050 4K Smart TV - $329.99 ($160 off)
75-inch LG LED 4K Smart TV - $449.99 ($240 off)
98-inch Hisense QLED 4K Smart Google TV - $999.99 ($1,300 off)
65-inch Samsung The Frame TV (2025) - $999.99 ($600 off)
65-inch LG OLED 4K Smart TV - $1,299.99 ($1,400 off)
65-inch Samsung The Frame Pro - $1,499.99 ($400 off)
Monitors


27-inch Samsung Curved 100Hz Monitor - $149.99 ($50 off)
34-inch LG UltraWide 100Hz Monitor - $239.99 ($60 off)
34-inch LG Smart Monitor - $299.99 ($50 off)
27-inch Samsung Odyssey OLED G5 Gaming Monitor - $379.99 ($120 off)
27-inch Alienware Gaming Monitor - $699.99 ($200 off)
49-inch Samsung Odyssey OLED Curved Monitor - $999.99 ($700 off)
Audio

Beats Pill - $99.99 ($50 off)
Beats Solo 4 Headphones - $149.99 ($50 off)
Beats Studio Pro Headphones - $249.99 ($100 off)
Bose QuietComfort Ultra Headphones - $299.00 ($130 off)
Sonos Move 2 - $399.00 ($100 off)
Sony Bravia Theater Bar 6 - $499.99 ($200 off)

If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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Interested in hearing more about the best deals you can find in 2026? Sign up for our Deals Newsletter and we'll keep you updated so you don't miss the biggest deals of the season!




Related Roundup: Apple Deals
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WhatsApp is rolling out a new media attachment sheet on iOS, providing iPhone users with a faster way to share their most recent files without losing sight of the chat.


Usually in WhatsApp, sharing media within a chat requires you to tap a plus button to reveal the app's custom share sheet, and then tap into photos to see your full library, which takes over most of the screen.

As spotted by app tinkerer WABetaInfo, the updated media sharing interface makes it easier to directly browse recent photos and videos without losing the thread of the conversation, thanks to a new recents section.

The recents section appears under the share menu icons as a compact 4x4 grid that acts as a horizontal strip that you can swipe through. If you keep scrolling to the end of the strip and still can't find what you're looking for, WhatsApp expands the view and reveals the full media gallery. It can also be quickly invoked by pressing and holding on the plus button in the input bar.

The new interface is showing up for some users of the latest WhatsApp for iOS 26.19.75, but not everyone who updates will see it immediately. It seems WhatsApp is still testing performance before a global rollout for iPhone users.


The latest change follows the recent introduction of WhatsApp's new Plus subscription for power users on iOS. It takes away nothing of the existing free functionality, but adds things like premium sticker packs, new interface colors, and new icons.Tags: WABetaInfo, WhatsApp
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Apple today re-released the Hikawa Grip & Stand for iPhone in three new colors, after the original version sold out last year. The accessory is available to order on Apple's online store worldwide, with U.S. pricing set at $54.95.


The latest color options include Orange Swirl, Glow Blue, and Speckled Stone.

Designed by Bailey Hikawa and produced by PopSockets, Apple says the accessory was created with accessibility in mind, in close collaboration with individuals with a wide range of disabilities affecting grip, strength, and mobility. The ergonomic grip magnetically attaches to any iPhone with MagSafe, and it doubles as an iPhone stand.

Apple says the grip is made with "premium silicone with a soft touch feel."

Given the accessory is no longer a limited-edition product and is now being mass produced by PopSockets, hopefully supply will be more plentiful this time around. At the time of this writing, Apple's online store in the U.S. is currently showing mid-June delivery estimates for the grip, so there is still a one-month wait.Tags: Accessibility, Hikawa, MagSafe, PopSockets
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Ray-Ban has kicked off a major discount across numerous retailers this week, taking 15 percent off the second generation Meta smart glasses, and 25 percent off the first generation. We're tracking these deals at Amazon and Best Buy below, and they are set to last through May 26.

Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.

Starting with the new Ray-Ban Meta Wayfarer (Gen 2), you can get these sunglasses starting at $322.15, down from $379.00. Both Amazon and Best Buy have this deal, along with numerous other options with different lens colors and frame colors.

$57 OFFRay-Ban Meta (Gen 2) Wayfarer for $322.15

For the first generation models, you can get the Ray-Ban Meta Wayfarer for $223.99, down from $299.00. Both models have a free delivery estimated by the end of this week, with many locations offering same-day delivery on Amazon as well.

$75 OFFRay-Ban Meta (Gen 1) Wayfarer for $223.99

The Ray-Ban Meta smart glasses allow you to take hands-free photos and short videos, listen to music, make phone calls, and ask Meta AI questions. You can also livestream directly through Instagram or Facebook with the glasses.

The big difference between each generation is in improved photo and video quality on the gen 2, plus better battery life. If you're on the hunt for more discounts, be sure to visit our Apple Deals roundup where we recap the best Apple-related bargains of the past week.



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Fortnite is back on the App Store in every country except Australia, Epic Games announced today, as the company declared it is entering the "final battle" of its long-running legal dispute with Apple.


Epic said the decision to push Fortnite back onto iOS globally was prompted by Apple's own words to the U.S. Supreme Court, in which Apple acknowledged that "regulators around the world are watching this case to determine what commission rate Apple may charge on covered purchases in huge markets outside the United States." Epic CEO Tim Sweeney framed the move as a strategic provocation, writing on X that the return marks "the beginning of the end of the Apple Tax worldwide."

The return follows Fortnite's reinstatement to the U.S. App Store in May 2025 after nearly five years off the platform. The return was forced after District Judge Yvonne Gonzalez Rogers threatened to require the Apple official overseeing app decisions to appear in court, which prompted Apple to approve the submission. Today's worldwide rollout extends that comeback to most remaining markets, with Epic expressing confidence that an upcoming court-ordered transparency process will expose what the company calls Apple's "junk fees."



In late April, the Ninth Circuit Court of Appeals reversed a stay that had allowed Apple to pause its compliance with rulings on ‌App Store‌ fees, sending the case back to Judge Gonzalez Rogers to determine what commission Apple can charge on purchases made via external links, if any.

Epic said it will "continue to challenge Apple's anticompetitive ‌App Store‌ practices of banning alternative app stores and competition in payments," pointing to regulatory momentum in Japan, the European Union, and the United Kingdom. The company alleged that Apple has "evaded the laws with scare screens, fees and onerous requirements" in each of those jurisdictions.

Australia is the one major market where Fortnite has not returned. Epic said it won its court case there and that an Australian court found many of Apple's developer terms to be unlawful, but Apple continues to enforce those terms regardless. Epic said it cannot return "under an illegal payment arrangement" and is waiting for a court order to compel Apple to comply.Tags: Apple Antitrust, App Store, Australia, Epic Games, Epic Games vs. Apple
This article, "Fortnite Returns to the App Store Worldwide as Epic Signals 'Final Battle' With Apple" first appeared on MacRumors.com

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Microsoft’s aging “mshta.exe” utility, a leftover component from Internet Explorer, is still being actively abused in modern malware campaigns years after the browser itself was retired.
According to new research from Bitdefender, attackers continue to abuse Microsoft HTML Application Host (MSHTA), a built-in Windows utility capable of executing VBScript and JavaScript from local or remote files.
Despite Internet Explorer reaching the end of life in 2022, MSHTA is packaged by default on Windows systems and is used as a living-off-the-land (LOLBIN) binary to launch malware.
“Even when companies retire legacy products, parts of their ecosystem can persist in Windows for years to support older workflows and enterprise compatibility requirements,” the researchers explained in a blog post. “Threat actors frequently abuse trusted, preinstalled Windows binaries to execute malicious content while relying on software already present on the system.”
Microsoft did not immediately comment on the issue.
Bitdefender researchers observed MSHTA appearing across infection chains associated with commodity stealers such as LummaStealer and Amatera, multi-stage loaders like CountLoader and Emmenhtal Loader, banking trojans including ClipBanker, and even the long-running PurpleFox malware family.
Infections through fake CAPTCHAs, updates
One of the most active clusters analyzed by Bitdefender involved CountLoader, an HTA-based loader that used MSHTA to deliver infections with LummaStealer and Amatera. Attackers relied on fake software downloads, cracked applications, SEO-poisoned websites, and social engineering to lure victims into executing malicious payloads.
Victims downloaded password-protected archives containing legitimate-looking installers. But clicking through them executed a legitimate Python interpreter bundled with malicious scripts that ultimately launched a renamed copy of mshta.exe.
The binary then contacted a C2 infrastructure hosting HTA payloads for next-stage malware retrieval.
“Starting in late February 2026, we observed a new CountLoader domain-hosting pattern,” the researchers noted. “The naming convention remained similar, using domains that imitate legitimate service names, but the infrastructure shifted to .vg and .gl TLDs. Examples include explorer[.]vg, ccleaner[.]gl, and microservice[.]gl.”
Threat actors also ran Emmenhtal Loader campaigns that abused fake CAPTCHA verification pages distributed through Discord phishing messages. Victims were tricked into copying malicious commands into the Windows Run dialog under the pretext of “prove you are human”.
MSHTA executed obfuscated HTA payloads in memory before launching PowerShell to fetch additional malware, ultimately delivering LummaStealer in one analyzed case.
A legacy Windows tool that refuses to die
Bitdefender’s findings suggest MSHTA remains attractive because it checks several boxes attackers like. These include it being Microsoft-signed, preinstalled on Windows, capable of in-memory execution, and still implicitly trusted in many environments.
Other sophisticated campaigns picked it up too. Bitdefender detailed PurpleFox using MSHTA to launch ‘msiexec’ commands that downloaded MSI payloads posing as PNG images from remote IP addresses.
PurpleFox, once installed, operates as a rootkit-enabled backdoor capable of persistence, surveillance, information theft, and distributed denial-of-service (DOS) activity.
Elsewhere, ClipBanker campaigns used HTA loaders to execute Base64-encoded PowerShell commands that established persistence through scheduled tasks posing as legitimate Windows services. The malware ultimately hijacked cryptocurrency wallet addresses copied to victims’ clipboards.
Bitdefender cautioned that not every MSHTA execution is inherently malicious. “ A significant portion of detections came from the update mechanism of DriverPack, an older software package that downloads driver files from third-party sources rather than through official Microsoft update channels,” the researchers pointed out.
Still, they argued the balance has clearly shifted toward abuse.
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Apple today announced a suite of accessibility updates that use Apple Intelligence to expand capabilities across VoiceOver, Magnifier, Voice Control, and Accessibility Reader, with additional new features for generated subtitles and wheelchair control via Apple Vision Pro.


‌Apple Intelligence‌ powers several of the new features coming later this year:


VoiceOver Image Explorer uses ‌Apple Intelligence‌ to produce more detailed descriptions of images throughout the system, including photographs, scanned bills, and personal records. Users can also press the Action button on the iPhone to ask questions about what the camera viewfinder sees, with follow-up questions supported in natural language.
Magnifier brings Apple Intelligence-powered visual descriptions to its high-contrast interface for users with low vision, also accessible via the Action button, with support for spoken commands like "zoom in" or "turn on flashlight."
Voice Control gains natural language input so users can describe onscreen elements conversationally, such as "tap the guide about best restaurants" or "tap the purple folder," rather than memorizing exact label names or numbers. Apple says the feature can also help where on-screen elements lack proper accessibility labels.
Accessibility Reader gains support for more complex document layouts including scientific articles with multiple columns, images, and tables, plus on-demand summaries and built-in translation that retains a user's custom font, color, and formatting preferences.
Generated Subtitles use on-device speech recognition to automatically transcribe spoken audio in uncaptioned video content, including clips recorded on iPhone, received from friends and family, or streamed online, across the iPhone, iPad, Mac, Apple TV, and ‌Apple Vision Pro‌. Initially available in English in the U.S. and Canada.
Power Wheelchair Control for Apple Vision Pro uses the headset's precision eye-tracking system as an alternative input method for users who cannot operate a joystick, launching with support for the Tolt and LUCI alternative drive systems in the U.S. via Bluetooth and wired connections.


Apple also announced a number of smaller additions coming later this year:

Vehicle Motion Cues are coming to visionOS to help reduce motion sickness when using Vision Pro as a passenger in a moving vehicle.
Apple Vision Pro will support face gestures for performing taps and system actions, plus a new way to select elements with one's eyes while using Dwell Control.
Made for iPhone hearing aids will gain more reliable pairing and handoff between Apple devices, with an improved setup experience across iOS, iPadOS, macOS, and visionOS.
Name Recognition, which notifies users who are deaf or hard of hearing if someone says their name, expands to more than 50 languages globally.
Larger Text support is coming to tvOS, allowing viewers with low vision to increase onscreen text size.
Sony Access controller is gaining support as a game controller on iOS, iPadOS, and macOS, with full button and thumbstick customization and support for combining two controllers.
FaceTime gains a new API allowing sign language interpretation app developers to add a human interpreter to an ongoing video call.
Touch Accommodations gain a new way to personalize setup in iOS and iPadOS.


Starting today, the Hikawa Grip & Stand for iPhone, an adaptive MagSafe accessory designed by Los Angeles-based designer Bailey Hikawa, is available globally in three new colors via the Apple Store online. The accessory was developed in collaboration with individuals with disabilities affecting grip, strength, and mobility, and is now available internationally via a partnership with PopSockets.

All of the announced features are expected to arrive later this year. Voice Control's natural language capabilities will be available in English in the U.S., Canada, the UK, and Australia.

Today's announcement is part of Apple's annual tradition of previewing upcoming accessibility features ahead of Global Accessibility Awareness Day, which falls on the third Thursday of May each year. While no firm release date is given for the features, they typically arrive with Apple's new operating system updates in the fall. This year that means iOS 27, iPadOS 27, macOS 27, tvOS 27, and visionOS 27, all of which are expected to be unveiled at WWDC in June before shipping in September.Related Roundup: iOS 27Tags: Accessibility, Apple Intelligence, MagSafe Accessories
This article, "Apple Previews New Accessibility Features Powered by Apple Intelligence" first appeared on MacRumors.com

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An Indian court has ruled that Apple must cooperate with a government investigation into its App Store practices, rejecting the company's attempt to put the case on hold (via Reuters).


The Delhi High Court ruling keeps a probe by the Competition Commission of India (CCI) alive, which found in 2024 that Apple had abused its dominant position in the iPhone apps market. The CCI wants Apple's financial data to calculate potential penalties, but Apple has refused to hand it over so far.

Apple's argument is largely procedural; it is separately challenging the legality of India's penalty framework in court, and says the CCI should wait until that challenge is resolved. India's updated competition law allows fines to be based on a company's global revenue rather than just local earnings, which given Apple's scale could mean enormous exposure.

The court did not give Apple the pause it wanted, but it did prevent the CCI from issuing a final ruling before July 15, buying the company some time. Apple also succeeded in getting certain documents placed on the legal record, though the court order didn't say what they were.

India is one of Apple's most important growth markets. Counterpoint Research puts the company's iPhone market share there at 9%, up from just 4% two years ago. Apple has also been ramping up iPhone manufacturing in the country through Foxconn and Tata as it reduces its dependence on China. A hostile regulatory environment complicates that ambition.

It is also the latest front in a years-long global battle over ‌App Store‌ rules. Apple faces similar scrutiny in the U.S. and Europe, where regulators and courts have pushed back on its control over app distribution and in-app payments.Tags: Apple Antitrust, App Store, India
This article, "India Refuses to Let Apple Pause App Store Antitrust Case" first appeared on MacRumors.com

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Apple allegedly wants to switch away from aluminum for future iPhones, with two materials being considered for their greater balance between weight and heat dissipation.


Apple introduced titanium to the iPhone with the iPhone 15 Pro and Pro Max back in 2023, with the change even becoming the device's defining tagline. The iPhone 16 Pro models also showcased the material, but while the devices were said to be more durable, they also suffered from complaints about overheating. That's when Apple switched to aluminum for the current iPhone 17 Pro models.

In a new Weibo post, however, leaker Instant Digital argues that Apple's switch away from titanium to aluminum is just a compromise solution while it continues to look into the use of liquid metal or an "improved" version of titanium that solves the original material's poor thermal conductivity.

Apple is said to be using both liquid metal and improved titanium alloys in its first foldable iPhone, expected this year, so the leaker's claim may not be completely wide of the mark. The body of the device is said to use a revised titanium material that improves strength while reducing overall weight when compared with existing titanium iPhone frames, despite having virtually the same surface area.

The iPhone Air currently uses a titanium frame, courted for its light weight and strength, and the next model is also likely to have one.

Meanwhile, liquid metal has been described as an "amorphous" material that Apple has been exploring for over 15 years. Apple has reportedly chosen the material, which is manufactured using a die-casting process, as a key component in addressing common issues with foldable devices. The material choice reportedly aims to enhance screen flatness and minimize the crease marks that typically plague folding displays. The alloy's unique properties are said to include high strength, corrosion resistance, light weight, and malleability.

According to Instant Digital, achieving mass production at scale will be extremely difficult, but once the foldable's manufacturing is established, costs could come down, paving the way for future Pro models to adopt it as well.

Unless Apple reverts to a new type of titanium, that is. But don't expect either of these possibilities to emerge for the iPhone 18 Pro models, whose manufacturing materials will already be locked in.Tag: Instant Digital
This article, "Apple Still Developing Liquid Metal for Future iPhone Pro Frames" first appeared on MacRumors.com

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Apple is still developing a large foldable iPad despite technical hurdles, and it should feature the same crease-free hinge design as Apple's rumored "iPhone Ultra," its first foldable iPhone expected to launch in the fall.


That's according to Weibo-based Digital Chat Station. The popular Chinese-language leaker implies that Apple's large foldable iPad will create a new market for giant folding tablets, but it's likely to still be some ways off yet.

A report in July last year claimed Apple had decided to pause work on a larger-screened foldable iPad because of development issues, but Bloomberg reported in March that development continues.

According to Bloomberg's previous reporting, Apple wanted to launch the device in 2028, but problems with weight and display technology are likely to cause it to be pushed back until 2029.

The device is believed to have a Samsung-made 18-inch display, and will challenge Apple's long-running tradition of keeping the Mac and iPad as separate devices. Some have referred to it as a foldable iPad, while others have called it an all-display MacBook, but concerns remain about its practicality when it comes to typing.

When closed, the iPad resembles a MacBook, with an aluminum exterior and no outer display. When opened, it unfolds to roughly the size of a 13-inch MacBook Air, but without a physical keyboard. Due to its large display and aluminum chassis, current prototypes weigh about 3.5 pounds, making them considerably heavier than existing iPad Pro models.

An 18-inch OLED foldable display will surely be expensive, too, given that Apple charges $1,299 for the 13-inch ‌iPad Pro. If prices don't come down for components over the next few years, the foldable ‌iPad‌ could cost as much as $3,900. It also sounds like Apple still has work to do to perfect its hinge/crease designs.

Meanwhile, Apple's foldable iPhone, which could take the name "iPhone Ultra," is expected to arrive in the fall alongside Apple's new iPhone 18 Pro and iPhone 18 Pro Max models, barring any last-minute production mishaps. The folding iPhone is said to feature a 5.5-inch display when closed, and a 7.8-inch display when open, plus a super-thin design with minimal crease and a durable hinge. Tags: Digital Chat Station, Foldable iPhone, iPhone Ultra
This article, "Foldable iPad Said to Share Hinge Design With Upcoming iPhone Ultra" first appeared on MacRumors.com

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Despite strong and redundant defenses, enterprises remain vulnerable to a wide range of cyberattacks. And because attacks — and cyber incidents — are inevitable, developing an incident response and recovery process that’s quick, comprehensive, and coordinated is essential.
Expediting incident recovery time is critical because the longer an outage persists, the more costs, risk, and business disruption issues will compound, says Sharon Chand, US cyber defense and resilience leader at professional services firm Deloitte.
“AI-driven attacks accelerate adversary actions and adaptation, so a slow recovery increases the window for re-compromise,” she adds, warning that extended outages can create cascading failures across interdependent internal and third-party systems.
Additionally, manual work-arounds deployed during and after an attack can threaten data integrity and increase compliance risk. “Internally, a prolonged ‘war room’ recovery strains the entire cyber workforce, raising burnout issues, error rates, and attrition, ultimately making future incidents even harder to handle,” she explains.
Are you doing all you can to minimize incident recovery time? Here are seven tips for accelerating incident recovery and keeping your enterprise secure.
Sharpen your incident response team’s skills and coordination
A well-defined and well-prepped incident response team is essential to ensuring quick recovery from a cyber incident, says Chris Hill, CISO at unified communications services provider Avaya. “In resilient organizations, this team is already prepared, tested, and ready to move without delay,” he says.
Response teams should be trained and honed to quickly define the situation, understanding precisely what’s happening, containing the issue, and preventing any further adverse impact, Hill says. In parallel, response teams must be adept at investigating root causes, assessing business impact, and coordinating with legal and communications teams.
Coordination within the security organization and IT at large is essential, Hill adds, as IT and cybersecurity will need to collaborate on “recovery actions to restore services and strengthen safeguards” even as response is ongoing.
According to Hill, the final goal should be to restore full service with minimal disruption while simultaneously reinforcing security platform resilience so that the enterprise emerges from the incident stronger and better protected.
Tabletop exercises are vital to ensuring response teams are prepared.
Emphasize scoping and containment from the outset
Because you can’t recover from what you can’t stop, scoping and containment should be the absolute first priority during incident recovery, says Amit Basu, CIO and CISO at freight shipping firm International Seaway.
“Before anything else, you must stop the bleeding,” he says. This means understanding the true scope of the breach, identifying and isolating affected systems, and revoking compromised credentials. “Rushing to remediation before fully understanding what was compromised could lead to incomplete recovery and re-infection,” Basu warns.
Basu believes that the post-containment process should flow through five phases: eradication (removing malware, closing attack vectors, patching vulnerabilities), evidence preservation (forensic imaging before wiping systems, which is essential for legal and regulatory purposes), system restoration (rebuilding from known clean backups or golden images, not just patching compromised systems), validation and testing (confirming that restored systems are clean and functional before reconnecting them), and monitoring (heightened post-recovery surveillance to detect re-entry attempts).
Establish situational awareness
Creating situational awareness that includes a bad actor assessment, the threat vector, affected assets, and the potential impact to critical services or products should all be considered and addressed, says Dugan Krwawicz, director of technology consulting at Global Consulting Firm Protiviti.
Once situational awareness has been firmly deployed, attention should be turned to relevant incident response and crisis management governance, Krwawicz states. “This includes assigning necessary roles aligned to known severity levels and initiating war room or call bridges to enable timely and open collaboration.” He notes that subsequent efforts should focus on three core areas: eradication, recovery, and coordinated communications.
Krwawicz says that the goal of any incident response effort should include the safe resumption of critical business activities at acceptable service levels and within a pre-determined timespan. He warns, however, that additional challenges may arise when a CISO prioritizes restoration speed over system and data integrity. “It’s also a mistake for technology and cyber teams to operate in silos without business alignment or executive coordination,” Krwawicz adds.
Seek external support
When facing a cyber incident, CISOs should immediately enlist an experienced incident recovery provider that can help rapidly stand up or augment incident commands, coordinate stakeholders, and accelerate safe restoration of critical services, Chand advises.
A multi-disciplinary partner will typically provide digital forensics and incident response (DFIR), as well as containment/eradication support, cloud recovery specialists, and a structured secure restore approach, she says.
“A provider can also help orchestrate parallel workstreams with outside breach counsel, the cyber insurer/breach coach, key technology vendors, and, when needed, crisis communications and regulatory readiness,” Chand says. “This outcome will lead to faster, better-governed recovery with clearer decisions, cleaner evidence, and fewer operational surprises.”
Prioritize restoration by business criticality
When a cyber incident impacts business systems, every hour of downtime leads to greater financial loss, customer trust erosion, and regulatory exposure, says Aparna Himmatramka, a security engineering manager at Amazon. “A slower recovery gives malicious actors more dwell time and increases the risk and quantity of data exfiltration/exposure,” she adds.
Yet declaring victory too early, while tempting, can lead to future failures, Himmatramka warns. Organizational pressure to say “we’re back up” can lead to skipping root cause analysis, missed complex persistence mechanisms, and unvalidated backup integrity. “The breach isn’t over when systems are back online; it’s over when you understand exactly what happened and have successfully closed the gap,” she says.
Himmatramka recommends prioritizing restoration by business criticality, not technical convenience. “Restore revenue-generating and safety-critical systems first, using validated clean backups, then verify integrity at each stage and run communications as a parallel workstream while keeping leadership, legal teams, and regulators informed with timelines.”
Be disciplined and avoid improvisation
It’s important to address recovery calmly and logically, says Jay Martin, CISO at systems integrator and cloud services firm Blue Mantis. He suggests executing your playbook in a disciplined manner and relying on practiced procedures rather than improvisation.
“Ensure that the incident response team follows the NIST 800-61 framework and the Responsible, Accountable, Consulted, Informed (RACI) matrix in order to clarify who handles technical analysis, communications, legal issues, and interactions with cyber insurers” Martin says. “This type of structured approach ensures that all necessary actions are covered and that your response is both coordinated and efficient.”
Martin notes that a CISO should build strong support from an array of sources, including the incident response team, crisis communication experts, legal counsel, cyber insurance providers, and third-party vendors, such as managed security service providers (MSSPs) or managed service providers (MSPs).
“When incidents drag on, trust can erode, tempers can flare, and internal friction can start to undermine the process,” he warns. “Strong leadership is essential to hold the team together and keep response functions moving in the right direction.”
Implement lessons learned for the future
Once the dust has settled, it’s important to ensure that you have achieved full containment, eradication, and remediation, says Josh Ray, CEO at cybersecurity firm Blackwire Labs. “Nothing else should happen until you can confirm verification with confidence,” he states.
Despite the temptation, Ray warns not to immediately launch a penetration test. “The adversary just ran one for you — and you failed it,” he says. “Instead, spend your money shoring up your defenses, then validate with testing once your lessons-learned have been implemented and your new controls have had a chance to prove themselves.”
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