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  1. Apple today seeded revised third betas of the upcoming iOS 26.4 and iPadOS 26.4 updates to developers for testing purposes, with the software coming three days after Apple provided the initial beta to developers. Apple has also released a new version of iOS 26.4 and iPadOS 26.4 for public beta testers. Registered developers and public beta testers can download the betas from the Settings app on the iPhone or iPad by going to the General section and selecting Software Update. iOS 26.4 and iPadOS 26.4 add multiple new features to the ‌iPhone‌ and the ‌iPad‌. A Playlist Playground feature in Apple Music lets you generate songs for any idea, mood, emotion, or activity using a text-based prompt. There's also a Concerts Near You feature for finding local shows, and a redesigned look for albums and playlists with full-page artwork. Apple Podcasts is getting native video podcasting capabilities that will make it easier to create, distribute, and monetize video podcast content through the Podcasts app. Video episodes will integrate with existing Apple podcasts features, like personalized recommendations and editorial suggestions. Apple is testing end-to-end encryption for RCS, which will eventually bring full encryption to text conversations between Android and ‌iPhone‌ users. Apple is testing ‌RCS‌ with iPhone-to-iPhone conversations and iPhone-to-Android conversations. Stolen Device Protection is enabled by default, there's a new ambient music widget, new average bedtime metrics in the sleep app, and plenty more. All of the features in iOS 26.4 can be found in our iOS 26.4 beta features guide.Related Roundups: iOS 26, iPadOS 26Related Forum: iOS 26 This article, "Apple Seeds Revised Third Betas of iOS 26.4 and iPadOS 26.4 to Developers, New Public Betas" first appeared on MacRumors.com Discuss this article in our forums View the full article
  2. In his newsletter over the weekend, Bloomberg's Mark Gurman said Apple was likely to announce at least some but possibly not all of the following products between March 2 and March 4: the iPhone 17e, MacBook Pros, MacBook Airs, updated entry-level iPad and iPad Air models, and a lower-cost MacBook with an iPhone chip. As it turns out, Apple announced nearly all of those products, with the sole exception being an updated entry-level iPad. In fact, we got two more products on top, in the form of an updated Studio Display and a higher-end Studio Display XDR. Apple is not expected to unveil any additional products this week, so the wait for an iPad 12 continues for now. The device is expected to have two key upgrades over the iPad 11, including a faster A18 chip and Apple Intelligence support. In fact, one rumor claimed that the iPad 12 might even be powered by Apple's latest A19 chip. No other major changes have been rumored so far for the iPad 12, so we expect the device to have the same overall design as the current model. Apple Intelligence is already available on all other current-generation iPad models, including the iPad mini, iPad Air, and iPad Pro. Apple released the iPad 11 with an A16 chip in March 2025, with U.S. pricing starting at $349.Related Roundup: iPadBuyer's Guide: iPad (Don't Buy)Related Forum: iPad This article, "Missing From Apple's Announcements: iPad 12 With Apple Intelligence" first appeared on MacRumors.com Discuss this article in our forums View the full article
  3. Apple quietly updated Mac Studio configuration options this week, removing the 512GB memory upgrade. As of yesterday, there is no option to purchase a ‌Mac Studio‌ with 512GB RAM, with the machine now maxing out at 256GB. The ‌Mac Studio‌ starts with 36GB RAM, but there were upgrades ranging from 48GB to 512GB, with the higher tier upgrades limited to the M3 Ultra chip. Now there are options ranging from 48GB to 256GB, with wait times into May for the 256GB upgrade. Apple has also raised the price for the 256GB RAM upgrade option. It used to cost $1,600 to go from 96GB to 256GB on the high-end M3 Ultra machine, but now it costs $2,000. 512GB was $4,000 when it was available. Apple has likely removed the option to purchase 512GB of memory because of global DRAM shortages that have dried up supply and caused prices to soar, and it's also probably why shipping times for a configuration with 256GB RAM range into May. Demand for the ‌Mac Studio‌ has increased due to consumers seeking machines suitable for running local AI agents, which could also be a wait time factor. Memory scarcity is already having an effect on DRAM pricing, and it could affect PC and smartphone sales in the months to come. Apple is able to absorb higher memory costs in the short term, and it is well-positioned to minimize the effect on consumers because it is better able to secure available DRAM supply than smaller companies. We are expecting M5 Max and M5 Ultra versions of the ‌Mac Studio‌ in 2026, but it is not yet clear when Apple might release an update. (Thanks, Ólafur!)Related Roundup: Mac StudioBuyer's Guide: Mac Studio (Caution)Related Forum: Mac Studio This article, "Mac Studio 512GB RAM Option Disappears Amid Global DRAM Shortage" first appeared on MacRumors.com Discuss this article in our forums View the full article
  4. While the MacBook Neo does not launch until next week, Apple's colorful new wallpapers designed for the laptop are included in the macOS 26.3.1 update. MacBook Neo is available in Blush, Citrus, Indigo, and Silver finishes, and there is a Mac wallpaper available for each, with download links below:Blush Citrus Indigo SilverApple's Mac User Guide explains how to change a Mac's wallpaper.Related Roundups: MacBook Neo, macOS TahoeRelated Forum: macOS Tahoe This article, "Download Apple's New MacBook Neo Wallpapers" first appeared on MacRumors.com Discuss this article in our forums View the full article
  5. Apple's first-generation AirTag 4-Pack has dropped to $64.00 this week on Amazon, down from the original price of $99.00. Free shipping options have a delivery estimate around March 10, while Prime members should be able to get it delivered a few days sooner. 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. Overall, this is a solid second-best price on the AirTag 4-pack that's within $1 of the Amazon all-time low price. Deals on the 1-Pack have been fluctuating for a few days and are currently gone, but an all-time low price could return soon. $35 OFFAirTag 4-Pack for $64.00 These first generation models will eventually stop being sold by third-party retailers like Amazon, so if you've been waiting for a deal now is the time to buy. Apple just debuted the all-new AirTag, featuring longer range for tracking items and a louder speaker. 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. Deals Newsletter 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 This article, "AirTag 1 Gets Major Discount With 4-Pack at $64" first appeared on MacRumors.com Discuss this article in our forums View the full article
  6. Until a last-minute leak revealed the MacBook Neo name, it was widely assumed that Apple's lower-cost MacBook would simply be named "MacBook." After all, Apple offered a plain "MacBook" from 2006 to 2012, and again from 2015 to 2019. In the end, Apple did go with MacBook Neo branding, and it has explained why in a new interview. In short, Apple said MacBook Neo sounds fresh. "We wanted something that felt fun and friendly, and fresh, and felt like it really suited the spirit of this product," said Colleen Novielli, a Mac product marketing director, in conversation with TechRadar's Lance Ulanoff. Indeed, Apple has emphasized the MacBook Neo's newness. "MacBook Neo is new, exciting, original, and HERE," said Apple's marketing chief Greg Joswiak, in a social media post on Wednesday. "With a beautiful aluminum design, 13-inch Liquid Retina display, 16 hours of battery life, and the power of Apple silicon, you'll fly through everyday tasks. It'll be love at first Mac." Many of the MacBook Neo lifestyle images that Apple shared show young people. The more affordable laptop will undoubtedly be popular with students. The colorful MacBook Neo starts at just $599 in the U.S., and at an even lower $499 for college students. Available in Blush, Citrus, Indigo, and Silver, the MacBook Neo is powered by a version of the A18 Pro chip from the iPhone, and it is equipped with a 13-inch display, up to 512GB of storage, and a non-configurable 8GB of RAM. With the MacBook Neo, which launches on Wednesday, March 11, Apple could reshape the lower-end laptop market in a big way.Related Roundup: MacBook Neo This article, "Apple Explains 'MacBook Neo' Name" first appeared on MacRumors.com Discuss this article in our forums View the full article
  7. Apple's latest iPad Air is a minor upgrade over last year's model, but there are still some changes worth noting beyond a new chip. The eighth-generation ‌iPad Air‌ builds on the foundation of last year's model with a series of specific upgrades focused on performance, memory, and connectivity. While the overall design and experience remains the same, the newer model introduces Apple's M4 chip, additional unified memory, Apple-designed wireless hardware, and support for newer connectivity standards. Here's everything that differs between the 2025 and 2026 ‌iPad Air‌ models: ‌iPad Air‌ (seventh-generation, 2025) ‌iPad Air‌ (eighth-generation, 2026) M3 chip M4 chip 8GB unified memory 12GB unified memory Broadcom wireless chip Apple N1 wireless chip Wi-Fi 6E connectivity Wi-Fi 7 connectivity Bluetooth 5.3 connectivity Bluetooth 6 connectivity Qualcomm SDX70M 5G modem Apple C1X modem The largest change between the two models is the transition from Apple's M3 chip to the newer M4 chip. Beyond modest CPU performance gains, the M4 introduces architectural improvements that increase transistor count, boost machine learning performance, improve memory bandwidth, and enhance efficiency through updated fabrication technology and redesigned cores. M3 Chip M4 Chip Made using TSMC's 3nm technology (N3) Made using TSMC's enhanced ‌3nm‌ technology (N3E) Based on iPhone 15 Pro's A17 Pro chip (2023) Based on iPhone 16's A18 chip (2024) 25 billion transistors 28 billion transistors (+12%) 8-core CPU (4 performance + 4 efficiency cores) 8-core CPU (3 performance + 5 efficiency cores) 4.05 GHz CPU clock speed 4.3 GHz CPU clock speed 16-core Neural Engine, 18 trillion operations per second 16-core Neural Engine, 38 trillion operations per second (+111%) LPDDR5 memory LPDDR5X memory 100 GB/s memory bandwidth 120 GB/s memory bandwidth (+20%) Dedicated display engine GPU with standard power efficiency More power-efficient GPU: Maintains performance with significantly less power Overall, the upgrade from the 2025 iPad Air to the 2026 ‌iPad Air‌ is minor. The new model introduces a faster M4 chip, more unified memory, and newer wireless technologies, but the broader experience remains fundamentally unchanged in any noticeable way. Apple itself signals how incremental the update is: the company continues to advertise the same battery life, despite the introduction of the more efficient C1X modem, and the device retains identical color options and even the same marketing wallpapers. For the overwhelming majority of ‌iPad Air‌ users, the performance difference between the two models is likely to be negligible, especially for everyday tasks. The new ‌iPad Air‌ is primarily aimed at buyers who simply want a capable, well-balanced iPad rather than those seeking a major upgrade from a more recent model. The Air continues to occupy the middle ground in Apple's lineup, offering significantly more power and capability than the entry-level ‌iPad‌ while remaining substantially less expensive than the iPad Pro. The transition to the M4 chip, additional memory, and newer connectivity standards like Wi-Fi 7 means that new buyers receive more modern hardware and longer-term headroom, making the device somewhat more future-proof. For existing users, however, there is little reason to upgrade. Anyone using an M3-based ‌iPad Air‌ will see minimal real-world benefits from moving to the M4 model, and even owners of M1 or M2 versions are unlikely to experience transformative improvements in typical use. Instead, the update simply ensures that customers purchasing a new ‌iPad Air‌ today receive Apple's newer underlying technology in a familiar package.Related Roundup: iPad Air Buyer's Guide: iPad Air (Buy Now)Related Forum: iPad This article, "M3 vs. M4 iPad Air Buyer's Guide: All Differences Compared" first appeared on MacRumors.com Discuss this article in our forums View the full article
  8. It's Apple pre-order week, and we've already covered all of the offers you can find on iPhone 17e, MacBook Neo, MacBook Air, and MacBook Pro. In addition to these deals, Best Buy is providing $40 in savings on the new 128GB Wi-Fi M4 iPad Air, with My Best Buy Plus/Total members getting an extra $10 off. 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. With this discount, all shoppers can get the 128GB Wi-Fi M4 iPad Air for $559.00, down from $599.00. If you have a My Best Buy Plus/Total membership, you can get the tablet for $549.00. $40 OFFM4 iPad Air (128GB Wi-Fi) for $559.00 $40 OFFM4 iPad Air (128GB Cell) for $709.00 Otherwise, Best Buy is offering $50 discounts on all other models of the M4 iPad Air, but these require a My Best Buy Plus/Total membership. Only the 128GB models have a discount available to all shoppers. 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. Deals Newsletter 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 This article, "Apple's Brand New M4 iPad Air Gets First Cash Discount at Best Buy, Up to $50 Off" first appeared on MacRumors.com Discuss this article in our forums View the full article
  9. Apple does not advertise RAM amounts in iPhones, but MacRumors has confirmed this information through Apple's developer tool Xcode. Like the iPhone 16e, the iPhone 17e is equipped with 8GB of RAM, according to the Xcode data. This was the expected amount of RAM, and it is the minimum required for a device to be compatible with Apple Intelligence. This means both the standard iPhone 17 model and the lower-end iPhone 17e are equipped with the A19 chip and 8GB of RAM. However, the iPhone 17e has a slightly limited 4-core GPU, while the iPhone 17 has a 5-core GPU. iPhone 17e can be pre-ordered now and launches on Wednesday, March 11.Related Roundup: iPhone 17e This article, "iPhone 17e Has 8GB of RAM as Expected" first appeared on MacRumors.com Discuss this article in our forums View the full article
  10. Google's Threat Intelligence Group (GTIG) has a new report out about a powerful iOS exploit kit called "Coruna," which traveled from a surveillance vendor's customer to a Russian espionage group to Chinese cybercriminals, revealing a sophisticated exploit "supply chain" in the process. Described as one of the most comprehensive iOS exploit toolkits to have been documented publicly, Coruna targets iPhones running iOS 13.0 through iOS 17.2.1, containing 23 exploits across four years of iOS versions. According to GTIG, it was first spotted in February 2025, when it was used by a customer of a commercial surveillance vendor. By summer 2025, the same framework appeared in watering hole attacks (where an attacker compromises websites that their intended targets are likely to visit) by a suspected Russian espionage group targeting Ukrainian users. Then, in late in 2025, a China-based, financially motivated actor deployed it across a large network of fake financial and crypto websites. GTIG said it was unclear how the exploit kit got passed from actor to actor, but that it suggests an active market for "second hand" zero-day exploits. As for the kit, it's described as extremely well-engineered. When someone visits an infected website, it figures out what kind of iPhone they're using and what software version it's running, then picks the right attack for that specific device. If the user has Apple's Lockdown Mode turned on, the kit bails – it doesn't even try. The attack code is scrambled with strong encryption, so it's hard for security researchers to intercept and analyze, and it's packaged in a custom format that the developers apparently invented themselves. The code also includes detailed notes written in English explaining how it all works, and uses attack techniques that haven't been seen publicly before, according to GTIG's analysis. The kit targets cryptocurrency wallets and financial data, and is capable of hooking into 18 different crypto apps to exfiltrate wallet credentials. The payload can decode QR codes from images on disk, and it also has a module to analyze blobs of text to look for BIP39 word sequences or very specific keywords like "backup phrase" or "bank account." It even scans Apple Notes for typical seed phrases. Anyone still on iOS 17.2.1 or earlier is potentially vulnerable to the exploit kit, which doesn't work against newer iOS versions, so make sure to update if you can. Otherwise, the takeaway seems to be that Apple's Lockdown Mode is doing its job to ward off such a powerful exploit kit, and that can only be good news for those who enable it.Tags: Cybersecurity, Security This article, "This iOS Exploit Kit Has 23 Attacks – But Lockdown Mode Stops It Cold" first appeared on MacRumors.com Discuss this article in our forums View the full article
  11. Apple this week unveiled seven products, ranging from the iPhone 17e to the MacBook Neo, but new Apple TV and HomePod mini models were not among them. Given that there have been rumors about the next-generation Apple TV and HomePod mini since all the way back in late 2024, some customers are wondering why the devices have yet to launch, and the answer likely relates to Siri. In September, Bloomberg's Mark Gurman reported that the next Apple TV and HomePod mini would both support the more personalized version of Siri powered by Apple Intelligence. Apple originally aimed to release the revamped Siri last year, but it was pushed back, and the Apple TV and HomePod mini are likely delayed as a result. We suspect that Apple's long-rumored smart home hub is also held up by the Siri delay. In January, Apple and Google announced that Google Gemini will help power future Apple Intelligence features, including a more personalized Siri coming this year. Apple has yet to provide a more specific timeframe, but Gurman reported that the personalized Siri features are currently slated for either iOS 26.5 or iOS 27. iOS 26.5 will likely be released in May, following a beta testing period beginning in April. iOS 27 will debut at Apple's annual developers conference WWDC in June, and that update should be released to all users in September. Accordingly, the new Apple TV and HomePod mini might not be announced until April to September this year. Earlier rumors claimed the next Apple TV would be equipped with the A17 Pro chip, which is the oldest chip that supports Apple Intelligence. The device is also expected to feature Apple's N1 chip for Wi-Fi 7, Bluetooth 6, and Thread. As for the HomePod mini, it is expected to use an Apple Watch's S9 chip or newer, but it is not entirely clear how that chip would be capable enough to support the revamped Siri powered by Apple Intelligence. Other rumored features include the N1 chip, improved sound quality, a newer Ultra Wideband chip, and a red color option. The current Apple TV was unveiled in October 2022, while the HomePod mini debuted in October 2020, so both devices are due for upgrades. Hopefully, the more personalized Siri arrives in the next few months, and the two devices follow soon after.Related Roundups: Apple TV, HomePod miniBuyer's Guide: Apple TV (Don't Buy), HomePod Mini (Don't Buy)Related Forums: Apple TV and Home Theater, HomePod, HomeKit, CarPlay, Home & Auto Technology This article, "New Apple TV and HomePod Mini Are Still Missing, Here's Why" first appeared on MacRumors.com Discuss this article in our forums View the full article
  12. Apple's new MacBook Neo could help the company grow notebook shipments by nearly 8% this year, even as the broader laptop market faces a hefty downturn, according to a new report from TrendForce. The research firm estimates global notebook shipments will fall 9.2% year-over-year in 2026, with the potential for steeper declines if demand stays weak. Rising memory and CPU costs are said to have pushed most PC makers to pare back their product lines and play it safe with inventory. Meanwhile, Apple is going in the other direction. Announced on Wednesday with a starting price of $599, the MacBook Neo is targeting the $500-$800 mainstream segment, which is typically dominated by Windows laptops and Chromebooks aimed at education and general productivity users. With an education discount, the Neo's starting price drops to $499 – well below the $1,000 floor that has defined the MacBook lineup for years. TrendForce projects Apple's notebook shipments will grow 7.7% in 2026, lifting macOS market share to 13.2%. The MacBook Neo alone could account for 4 to 5 million units shipped, according to the firm. That said, the report notes that a deciding factor may be how consumers respond to the 8GB memory configuration, given that Apple doesn't offer a RAM upgrade option. TrendForce credits Apple's in-house silicon and standardized product specs for Apple's ability to undercut competitors on price just as component costs are rising. Custom Apple silicon chips reduce dependence on external CPU suppliers, while Apple's concentrated memory configurations are said to give the company stronger bargaining power with suppliers. It's a different story for Windows OEMs, which tend to have more fragmented product portfolios that make cost management harder when component costs are volatile. The MacBook Neo launches next Wednesday, March 11. If it manages to gain traction in the entry-level segment, TrendForce claims it could reshape the pricing dynamics across the global notebook market.Tag: TrendForce This article, "MacBook Neo Expected to 'Reshape' Laptop Market in Major Way" first appeared on MacRumors.com Discuss this article in our forums View the full article
  13. Google's NotebookLM AI-based tool can now turn your research and notes into fully animated "cinematic" videos – an advancement over its original video overview feature that was introduced last year. Before now, video overviews were limited to generating slideshows of your research and writing, but the new Cinematic Video Overview feature uses Gemini 3, Nano Banana Pro, and Veo 3 models to generate animated visuals "to help you learn and engage with the topics you care about," says Google. Google says Gemini acts as a creative director, making hundreds of structural and stylistic decisions to best tell the story with your sources. It determines the best narrative, visual style and format, and also refines its own work to ensure consistency. Cinematic Video Overviews are available in English for Google AI Ultra subscribers over 18 on web and mobile, and there's a maximum of 20 overviews generated per day. The NotebookLM app is available on the App Store for iPhone and iPad.Tag: Google This article, "NotebookLM Now Creates Cinematic Video Overviews Out of Your Notes" first appeared on MacRumors.com Discuss this article in our forums View the full article
  14. Introduction In 2026, cybersecurity incidents are becoming more sophisticated, and organizations must respond quickly and effectively to mitigate the risks. AI incident response tools have emerged as critical solutions, harnessing the power of artificial intelligence to detect, analyze, and respond to security threats. These tools automate the incident response process, reducing the time spent identifying and addressing threats while enhancing the efficiency of security teams. As cyberattacks continue to evolve, traditional security measures are no longer enough. This is where AI-powered incident response tools come into play, providing advanced threat detection, rapid mitigation, and ongoing analysis to minimize potential damage. When choosing an AI incident response tool, organizations should consider key factors such as ease of integration, scalability, real-time response capabilities, and comprehensive reporting. In this blog post, we’ll explore the Top 10 AI Incident Response Tools for 2026, diving into their features, pros, cons, and comparing them based on their suitability for different business needs. Top 10 AI Incident Response Tools in 2026 1. Console Short Description: Console is an AI-powered IT agent platform that automates internal service operations and incident handling. It enables organizations to triage, prioritize, and resolve operational incidents using intelligent routing, SLA-backed workflows, and automated remediation across integrated systems. Key Features: AI-driven incident triage and routing Configurable priority tiers with response and resolution SLAs Dedicated incident tracking with structured ownership Automated cross-system remediation via playbooks and integrations Built-in broadcasts for stakeholder communication during incidents Pros: Combines AI automation with structured incident management Accelerates resolution through execution, not just alerting Integrates with existing IT tools rather than replacing them Cons: Not designed for deep security analytics or SIEM-level threat detection Focused primarily on internal IT and operational incidents 2. Splunk Phantom Short Description: Splunk Phantom is a robust security orchestration, automation, and response (SOAR) platform that uses AI to streamline incident management and automate responses across multiple security systems. Key Features: AI-driven automation of security workflows Extensive integration capabilities Incident tracking and analysis Customizable playbooks for response Real-time reporting and insights Pros: Flexible integration with a wide range of security tools Scalable for businesses of all sizes Cons: Complex setup for new users Pricing can be a concern for smaller businesses 3. CrowdStrike Falcon Short Description: CrowdStrike Falcon uses AI to prevent, detect, and respond to cyber threats in real-time. Its cloud-native design ensures scalability and ease of deployment. Key Features: Real-time AI-powered threat detection Endpoint protection and analysis Automated response workflows Cloud-native scalability Threat intelligence sharing Pros: Excellent for endpoint protection Easy to deploy and manage Cons: Can be costly for smaller organizations Limited customization for specific use cases 4. Darktrace Short Description: Darktrace uses machine learning to detect and respond to cyber threats within an organization’s network. Its self-learning AI adapts to new threats in real-time. Key Features: Self-learning AI that adapts to emerging threats Autonomous response with minimal human intervention Threat visualizations and comprehensive reporting Scalable across multiple industries Real-time threat monitoring Pros: Highly effective at detecting novel threats Minimal manual intervention required Cons: High cost for full deployment Can be resource-heavy for smaller systems 5. Fortinet FortiSOAR Short Description: FortiSOAR is an AI-powered security orchestration tool designed to automate the response to security incidents, improving both speed and accuracy. Key Features: AI-driven response automation Threat intelligence integration Incident management dashboards Collaboration tools for team response Customizable playbooks Pros: Seamless integration with other Fortinet security solutions Scalable and adaptable for different industries Cons: Requires specialized knowledge for setup Pricing may not be accessible for all companies 6. ServiceNow Security Incident Response Short Description: ServiceNow’s Security Incident Response tool integrates AI to automate workflows, ensuring quick detection and remediation of incidents. Key Features: AI-powered automated incident workflows Seamless integration with ServiceNow ITSM Threat intelligence integration Real-time incident management Customizable reporting Pros: Strong integration with existing IT systems Easy-to-use interface Cons: Can be too simplistic for larger organizations with complex needs Requires ServiceNow platform for full functionality 7. LogRhythm Short Description: LogRhythm is an AI-driven security intelligence platform that combines log management, threat detection, and incident response to help organizations mitigate risks effectively. Key Features: AI-based automated incident responses Comprehensive log and event management Threat detection and correlation User and entity behavior analytics Customizable alerting and reporting Pros: Comprehensive suite for security monitoring Easy to integrate with existing systems Cons: Can be resource-intensive Steep learning curve for new users 8. Palo Alto Networks Cortex XSOAR Short Description: Cortex XSOAR by Palo Alto Networks is an AI-powered SOAR platform that automates threat detection and response, improving the efficiency of security operations. Key Features: AI-powered automated responses and playbooks Threat intelligence integration Incident management and collaboration tools Real-time analytics and reporting Customizable automation and workflows Pros: Seamless integration with Palo Alto’s security tools Excellent scalability Cons: Can be overwhelming for smaller teams High implementation cost 9. Swimlane Short Description: Swimlane offers AI-driven security automation for enterprises, improving response times and reducing human error in incident management. Key Features: Automated response workflows Threat detection and analysis using AI Scalable and customizable for various industries Collaboration tools for team-based response Real-time dashboards and reporting Pros: Intuitive interface and easy to use Highly customizable workflows Cons: Expensive for small businesses Requires dedicated resources for optimal use 10. Siemplify Short Description: Siemplify is an AI-powered security orchestration platform that automates workflows and incident responses, enhancing security operations efficiency. Key Features: AI-based incident response automation Real-time threat monitoring Incident tracking and analytics Playbook-driven response workflows Integration with a wide range of security tools Pros: Highly customizable workflows Simple and intuitive user interface Cons: Requires advanced knowledge for setup High price point for small organizations Comparison Table Tool NameBest ForPlatform(s) SupportedStandout FeaturePricingRating (G2/Capterra)IBM QRadar AdvisorLarge enterprisesCloud, On-premAI-powered threat analysisStarts at $X4.5/5Splunk PhantomEnterprises and MSSPsCloud, On-premSecurity orchestrationStarts at $X4.3/5CrowdStrike FalconEndpoint protection for SMBsCloud, On-premReal-time endpoint protectionStarts at $X4.7/5DarktraceEnterprises and SMBsCloud, On-premSelf-learning AICustom4.6/5FortiSOARLarge enterprisesCloud, On-premIntegration with Fortinet toolsStarts at $X4.2/5ServiceNow Security IRSMBs and enterprisesCloudSeamless ITSM integrationStarts at $X4.1/5LogRhythmEnterprises and MSSPsCloud, On-premThreat detection and correlationStarts at $X4.3/5Cortex XSOAREnterprises and MSSPsCloud, On-premCustomizable workflowsCustom4.6/5SwimlaneLarge enterprisesCloud, On-premUser-friendly interfaceStarts at $X4.4/5SiemplifySMBs and enterprisesCloud, On-premIncident trackingCustom4.3/5 Which AI Incident Response Tool Is Right for You? Choosing the right AI incident response tool depends on various factors such as your organization’s size, security needs, budget, and the complexity of your IT infrastructure. Here’s a quick decision-making guide: Large Enterprises: Tools like IBM QRadar Advisor, Splunk Phantom, and Darktrace are best for large organizations with complex security needs, as they offer deep analytics, real-time responses, and scalability. SMBs: If you’re a small to mid-sized business, CrowdStrike Falcon and Siemplify offer cost-effective solutions without compromising on effectiveness. MSSPs: LogRhythm, Palo Alto Networks Cortex XSOAR, and Swimlane are great options, providing flexibility and integration with multiple security systems. Conclusion AI incident response tools are essential in 2026 to combat the growing complexity of cyber threats. By leveraging AI and machine learning, these tools enable organizations to respond faster and more effectively. The right tool for your organization depends on your specific needs—whether you require deep analytics, robust integrations, or streamlined workflows. As cyber threats continue to evolve, investing in a top-tier AI incident response tool will help future-proof your organization’s security posture. SEO Meta Description: Discover the top 10 AI incident response tools in 2026. Explore key features, pros, cons, and a comparison guide to help you select the best solution for your organization. FAQs Q1: What is AI Incident Response? A1: AI incident response involves using artificial intelligence to automate and enhance the detection, analysis, and remediation of cybersecurity threats. Q2: How do AI-powered tools improve incident response? A2: AI-powered tools improve incident response by automating workflows, detecting threats faster, and providing real-time recommendations for effective mitigation. Q3: Are these tools suitable for small businesses? A3: Yes, some tools like CrowdStrike Falcon and Siemplify are designed for small and medium-sized businesses, offering affordable solutions without compromising security. Q4: How do I integrate AI incident response tools with my existing systems? A4: Most AI incident response tools offer integration with SIEM systems, firewalls, and other security technologies. Check the vendor’s documentation for specific integration guides. Q5: What factors should I consider when choosing an AI incident response tool? A5: Consider factors like cost, scalability, ease of integration, real-time capabilities, and the level of support provided by the vendor. View the full article
  15. Apple's low-cost MacBook Neo is compatible with the company's new Studio Displays, but its output will be scaled to 4K resolution at 60Hz. Apple confirmed the compatibility and output limitation with 9to5Mac. With pricing starting at $1,599, the regular Studio Display runs at 5K with a maximum 60Hz refresh rate. Meanwhile, the all-new 5K Studio Display XDR is capable of up to 120Hz and pricing starts at $3,299. Apple calls the refreshed Studio Display "the perfect companion to Mac," but if you were planning on using it as an external display for a new MacBook Neo, there are other options available at significantly lower price points. If you still have a Mac with an Intel chip inside, you're not going to want to pick up one of the new Studio Display or Studio Display XDR models either – neither model will work with an Intel-based Mac. The $599 MacBook Neo‌ and the new Studio Displays are available to pre-order now, with availability beginning on Wednesday, March 11. This article, "MacBook Neo Compatible With New Studio Displays, But There's a Catch" first appeared on MacRumors.com Discuss this article in our forums View the full article
  16. Apple Music is rolling out a new metadata system called Transparency Tags, which indicates when AI has been used in the creation of music hosted on the platform. According to Music Business Worldwide, Apple sent a newsletter to industry partners on Wednesday to explain how it will roll out the new set of metadata. The system covers four categories including artwork, track, composition (lyrics), and music video. Labels and distributors can begin applying the tags immediately. Apple describes the tags as optional for now, noting that if omitted, no AI is assumed. Apple said it defers to content providers to determine what qualifies as AI-generated, and that it treats the tags similarly to genres, credits, and other existing metadata. The company describes it as a first step toward industry-wide transparency around AI-generated music. Proper tagging of content is the first step in giving the music industry the data and tools needed to develop thoughtful policies around AI," Apple said in the newsletter, "and we believe labels and distributors must take an active role in reporting when the content they deliver is created using AI."Apple's approach contrasts with the route taken by competitors like Deezer, which has built its own detection infrastructure to independently identify AI-generated tracks, but it's not 100% accurate all the time. With Apple's tags, there isn't a visible enforcement or cross-verification process in place. Deezer reports that it receives over 60,000 fully AI-generated tracks per day, with synthetic content now accounting for roughly 39% of all music delivered to the platform. Up to 85% of streams on AI-generated music were fraudulent in 2025, according to Deezer's data. Apple's system is voluntary, or at least it is for now. Whether labels and distributors will actually use it remains to be seen.Tag: Apple Music This article, "Apple Music Rolling Out Disclosure Tags for AI-Made Songs" first appeared on MacRumors.com Discuss this article in our forums View the full article
  17. The new MacBook Neo is equipped with two USB-C ports, but they are not the same. The left USB-C port supports USB 3 speeds of up to 10 Gb/s, while the right USB-C port closer to the trackpad is limited to USB 2 speeds of just 480 Mb/s. As a result, Apple says external display connectivity is supported on the left port only. Given the ports are not labeled, this limitation could be an inconvenience. Fortunately, though, Daring Fireball's John Gruber said if you plug an external display into the incorrect port, macOS will alert you to use the other port. Apple says the MacBook Neo supports one external display with up to 4K resolution at 60Hz. If you want to learn more about which features and specs you have to live without if you buy a MacBook Neo, read our in-depth list of compromises. MacBook Neo is available to pre-order now, with U.S. pricing starting at $599 ($499 for college students). The laptop launches Wednesday, March 11.Related Roundup: MacBook Neo This article, "macOS Will Alert You to MacBook Neo's USB-C Port Limitation" first appeared on MacRumors.com Discuss this article in our forums View the full article
  18. None of the new MacBook Neo, MacBook Air, or MacBook Pro models unveiled this week come with a charger in the UK and EU countries, such as Germany, France, Italy, and Spain. This change began with the base 14-inch MacBook Pro last year. If you need a power adapter, you must purchase one separately during checkout or later. In all other countries, Apple includes a charger in the box with these Macs, at no additional cost. In the U.S., for example, the MacBook Neo ships with Apple's 20W USB-C Power Adapter (sold separately for $19), while the 16-inch MacBook Pro comes with Apple's 140W USB-C Power Adapter (sold separately for $99). Apple includes a USB-C or MagSafe 3 charging cable with all of the new MacBooks sold worldwide.Related Roundups: MacBook Air, MacBook Neo, MacBook ProBuyer's Guide: 15" MacBook Air (Buy Now), MacBook Pro (Buy Now), 13" MacBook Air (Buy Now)Related Forums: MacBook Air, MacBook Pro This article, "Apple Does Not Include a Charger With All New MacBooks in UK and EU" first appeared on MacRumors.com Discuss this article in our forums View the full article
  19. Across Monday, Tuesday, and Wednesday, Apple unveiled seven new products, including low-cost iPhone and MacBook options, new displays, and refreshes for the MacBook Air, MacBook Pro, and iPad Air. We've rounded up all of our coverage from this week in case you missed any of the product announcements or details. MacBook Neo Apple Announces $599 'MacBook Neo' With A18 Pro Chip Hello, MacBook Neo: Apple Showcases All-New $599 MacBook in Videos Want Touch ID on the MacBook Neo? It'll Cost You $100 Extra MacBook Neo Features Two Different USB-C Ports MacBook Neo Starts at Just $499 for Students MacBook Neo Has Just 8GB RAM With No Upgrade Option MacBook Neo Can Only Drive One External Display at 4K 60Hz MacBook Neo vs. MacBook Air Buyer's Guide: 40 Differences Compared Hands-On With the New MacBook Neo 20+ MacBook Neo Compromises: What You Give Up for Apple’s Cheapest Mac iPhone 17e Apple Announces iPhone 17e With A19 Chip, MagSafe, and More iPhone 17e Comes in These Three Colors iPhone 17e Now Features 256GB Base Storage iPhone 17e Solves iPhone 16e's Biggest Limitation iPhone 17e: Smaller Details You Might Have Missed Get an iPhone 17e at No Cost With First Pre-Order Deals From T-Mobile and Verizon iPad Air Apple Unveils iPad Air With M4 Chip, Increased RAM, Wi-Fi 7, and More First M4 iPad Air Benchmarks Surface Studio Display Apple Introduces All-New Studio Display XDR: 120Hz, Mini-LED, and More Apple Updates Studio Display With Thunderbolt 5 and More Apple Discontinues Pro Display XDR and $999 Stand These Macs Can't Run the Studio Display XDR at 120Hz New Apple Studio Display and Studio Display XDR Don't Support Intel Macs Apple's New Studio Display Boxes Designed to Fit in Your Recycle Bin New Studio Display and Studio Display XDR Will Have Day One Firmware Update Apple’s Two New Studio Display Models Feature Different Chips MacBook Pro Apple Unveils MacBook Pro Featuring M5 Pro and M5 Max Chips With New Fusion Architecture Apple Debuts M5 Pro and M5 Max Chips Apple Removes 512GB Storage Option From M5 MacBook Pro, Drops SSD Upgrade Prices MacBook Air Apple Announces MacBook Air With M5 Chip and 512GB Base Storage New M5 MacBook Air and MacBook Pro Get First Pre-Order Offers From Best Buy Accessories Apple Releases iPhone Cases, Apple Watch Bands, and Crossbody Strap in New Colors Other News Apple Changes Trade-In Values for iPhones, Macs, and More Apple Opens Pre-Orders for MacBook Neo, iPhone 17e, M5 Pro/Max MacBook Pro, New Studio Displays and More More Coverage Apple CEO Tim Cook shared a wrap-up post on social media, and with pre-orders now live for all of the new products, we're not expecting any additional announcements this week. Everything Apple announced this week will be launching on Wednesday, March 11, and we'll have more in-depth coverage and reviews of what's new. This article, "Apple's Biggest Week of 2026: Details on Every New Product Announced" first appeared on MacRumors.com Discuss this article in our forums View the full article
  20. The new MacBook Neo is Apple's most affordable Mac notebook, and at $599, it's priced the same as the iPhone 17e. For teachers and college students, it's even more affordable at $499. To offer a Mac at such a low price, Apple had to make some compromises, and there are some features that the MacBook Neo is lacking compared to the next most expensive Mac notebook, the MacBook Air. Processor A18 Pro Chip - Apple is using an A-series chip instead of an M-series chip in the Neo. It has the A18 Pro chip that Apple debuted in the iPhone 16 Pro, but it is a binned version. It has a 6-core CPU and a 5-core GPU, while the ‌iPhone 16‌ Pro chip had a 6-core CPU and a 6-core GPU. RAM - The MacBook Neo has 8GB RAM with no option to pay for more. All other Macs start with 16GB. It still supports Apple Intelligence, because 8GB is the minimum for it. Memory bandwidth - Apple's chips use unified memory that's available to the CPU and GPU. Memory bandwidth in the Neo is 60GB/s, less than half that of the ‌MacBook Air‌. Storage - The MacBook Neo starts with 256GB of storage, and there's only a single 512GB upgrade. Other Macs support much higher capacity SSDs. Wi-Fi - The MacBook Neo has Wi-Fi 6E, but not Wi-Fi 7 because Apple did not include its new N1 networking chip. Battery and Charging Battery capacity - The MacBook Neo is almost the same size as the ‌MacBook Air‌, but it has a shorter battery life. It lasts for up to 16 hours when streaming video, while the ‌MacBook Air‌ lasts for up to 18 hours. The battery has a 36.5-watt-hour capacity, while the ‌MacBook Air‌ has a 53.8-watt-hour battery. Battery size - Since the MacBook Neo is thicker than the ‌MacBook Air‌, it has even more room for a battery, but Apple didn't max out on battery life, which is likely a cost cutting measure. Apple is using older battery technology or a smaller battery. Battery life should theoretically be even longer because the A18 Pro chip doesn't draw as much power as the M5. No MagSafe - The MacBook Neo is limited to USB-C charging, and it does not include a MagSafe port. No fast charging - Apple ships the MacBook Neo with a 20W power adapter, and there is no mention of fast charging support. Ports USB-C - There are two USB-C ports, one that's USB 3 and one that's USB 2. The USB3 port supports DisplayPort 1.4 and up to 10Gb/s transfer speeds, but the USB 2 port is limited to 480Mb/s. Display support - The MacBook Neo only supports a single external display at 4K 60Hz, though it may be possible to connect another with a third-party DisplayPort adapter. No Thunderbolt - There are no Thunderbolt ports on the MacBook Neo because Thunderbolt is not supported. No Studio Display - Since the Neo does not have Thunderbolt and is limited to 4K displays, it is not compatible with the Studio Display. Design Display size - The MacBook Neo has a 13-inch display size, so it is Apple's smallest Mac notebook. The ‌MacBook Air‌ has a 13.6-inch display. Bezels - There is no notch on the Neo, but it does have thick iPad-style bezels at the top, bottom, and sides of the display. The bezel hides the FaceTime camera. Thickness - The Neo is just a little smaller than the ‌MacBook Air‌ when it comes to length and width, but it is thicker at 0.50 inches (vs 0.44 inches for the ‌MacBook Air‌). Display No True Tone - The MacBook Neo does not support True Tone, which is the white balance feature that adjusts the temperature of the display to match the ambient lighting in the room, making it easier on the eyes. No P3 Wide color - sRGB is supported, but P3 Wide color is not, so the MacBook Neo won't have colors that are as true to life as other Mac notebooks. No ProMotion - Unsurprisingly, the MacBook Neo is limited to a 60Hz refresh rate and it does not support ProMotion. Trackpad and Keyboard Backlighting - There is no backlight for the keyboard. Touch ID - Touch ID is not included with the base 256GB model, but you can get it by paying an extra $100 for the 512GB model. Trackpad - There isn't a Force Touch trackpad, with Apple instead adopting a less complicated physical Multi-Touch trackpad. The button on the trackpad is an actual button, rather than a virtual button with haptic feedback. There is no pressure-sensing feature, Force clicks, or pressure-sensitive drawing option. Speakers and Camera FaceTime Camera - The MacBook Neo has a 1080p ‌FaceTime‌ HD camera like older Macs rather than the newer 12-megapixel Center Stage camera Apple has been adding to its newer models. There is no Center Stage or Desk View. Camera light - There's no little light to alert you when the MacBook Neo camera is on, with Apple instead displaying a warning on the menu bar. Speakers - The MacBook Neo has a dual-speaker sound system with speakers that are on the outer sides of the device. The ‌MacBook Air‌ has a four-speaker sound system with richer sound, but both the Neo and the Air support spatial audio. Microphones - There are only two microphones, but Voice Isolation and Wide Spectrum are still supported for better clarity for calls. Headphone jack - There's a 3.5mm headphone jack, but it does not have support for high-impedance headphones. MacBook Neo Pros Even though the MacBook Neo has a simplified feature set compared to other Mac models, the price can't be beat. $599 for a Mac is an incredible deal, and the A18 Pro chip is more than adequate for daily use and the type of work that students do. It's not the best choice for 3D rendering, running local AI models, video editing, or similar creative tasks, but it will do those things at a basic level. It's an ideal MacBook for anyone who doesn't need more than a machine for web browsing and other light work, and it will do everything an iPhone can do. These days, that's quite a bit. For more on the differences between the MacBook Neo and the ‌MacBook Air‌, we have a dedicated comparison guide. The MacBook Neo is available for pre-order now, and it is set to launch on Wednesday, March 11. This article, "20+ MacBook Neo Compromises: What You Give Up for Apple's Cheapest Mac" first appeared on MacRumors.com Discuss this article in our forums View the full article
  21. Apple's press release and marketing materials for the new Studio Display and Studio Display XDR models do not mention which chips are inside the monitors, but MacRumors has confirmed this information in the latest Studio Display firmware. The firmware reveals that the second-generation Studio Display is equipped with an A19 chip, while the Studio Display XDR has an A19 Pro chip, according to code reviewed by MacRumors contributor Aaron Perris. Rumors had mentioned either the A19 chip or the A19 Pro chip, and it turns out that the two chips are split across the two models. The original Studio Display from 2022 is equipped with an A13 Bionic chip, which is something that Apple advertised. Apple said the chip enables features such as Center Stage camera framing, Spatial Audio, and "Siri" and "Hey Siri" voice activation for Siri. Apple introduced the A13 Bionic chip in the iPhone 11 series in 2019. Introduced across the iPhone 17 and iPhone Air models last year, the A19 and A19 Pro chips are much newer. These chips likely help to drive the improved speakers in both new Studio Display models, and they likely enable the camera's Desk View feature, which can show your face and an overhead view of your desk at the same time. In both new Studio Displays, Apple says the six-speaker sound system delivers 30% deeper bass compared to the previous generation. We will learn more about the new Studio Displays and the hardware inside of them through upcoming reviews and teardowns. Both new models can be pre-ordered now and launch on Wednesday, March 11.Related Roundup: Apple Studio DisplayRelated Forum: Mac Accessories This article, "Apple's Two New Studio Display Models Feature Different Chips" first appeared on MacRumors.com Discuss this article in our forums View the full article
  22. Apple today released iOS 18.7.6 for older devices, addressing an issue that caused some older iPhones in Australia to be unable to connect to emergency services. According to Apple's release notes, the update fixes an issue that was preventing the iPhone XS and ‌iPhone‌ XR from properly connecting to emergency networks in Australia. This update addresses a mobile network issue for ‌iPhone‌ XS models and ‌iPhone‌ XR when establishing a connection to emergency services in Australia. Australian mobile network operators have been improving support for emergency calling on their networks, which has led to a host of problems with older iPhones connecting to emergency situations in some situations. Apple has released several updates to address the problem, including iOS 16.7.4 and iOS 26.2.1. Some of Apple's updates exacerbated the issue, and Apple ended up temporarily pulling iOS 18.7.4, iOS 16.7.13, iOS 15.8.6, and iOS 12.5.8 back in December. Since then, additional updates have been released to further fix the emergency calling bugs, including the new iOS 18.7.6. update. This article, "Apple Releases iOS 18.7.6 to Address Australia Emergency Call Issue" first appeared on MacRumors.com Discuss this article in our forums View the full article
  23. Earlier today we began tracking the first pre-order offers on the new MacBook Air and MacBook Pro, and now the MacBook Neo has joined in at Best Buy. If you pre-order the new low-cost MacBook Neo at Best Buy, you'll get a free $25 Best Buy gift card after purchase. 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 order to get the deal, you need to pre-order any MacBook Neo model at Best Buy with a valid e-mail address. The e-gift card will be sent out after you receive the MacBook Neo, or after you pick it up in a Best Buy store. $25 GIFT CARDMacBook Neo at Best Buy Apple announced the MacBook Neo today, and it's now the cheapest MacBook in the lineup starting at $599 and powered by the A18 Pro chip. Apple says it is up to 50% faster for everyday tasks than the bestselling PC with the latest shipping Intel Core Ultra 5, up to 3x faster for on-device AI workloads, and up to 2x faster for tasks like photo editing. 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. Deals Newsletter 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 This article, "MacBook Neo Pre-Orders at Best Buy Include Free $25 Gift Card" first appeared on MacRumors.com Discuss this article in our forums View the full article
  24. Apple today provided public beta testers with the third release of an upcoming macOS Tahoe 26.4 update for testing purposes. The public beta comes a week after Apple seeded the second beta. After signing up for beta testing on Apple's beta site, public beta testers can download the updates using the Software Update section in the settings app for each update. ‌macOS Tahoe‌ 26.4 includes several new features. The Compact tab layout has been reimplemented in Safari for those who missed having the option in earlier versions of ‌macOS Tahoe‌, and there is a new Charge Limit feature that lets Mac users select a maximum charge level that ranges from 80 percent to 100 percent. Apple silicon Mac users will see now see warnings about apps that are still using Rosetta 2, because Apple is phasing out Rosetta after macOS 27. ‌macOS Tahoe‌ is also the final version of macOS that will run on Intel-based Macs, and Apple is working to remove all lingering Intel features. We could see additional features in upcoming versions of ‌macOS Tahoe‌ 26.4, such as new emoji characters. Apple is expected to test the update for the next several weeks, with a launch planned for the spring.Related Roundup: macOS TahoeRelated Forum: macOS Tahoe This article, "Apple Releases Third macOS Tahoe 26.4 Public Beta" first appeared on MacRumors.com Discuss this article in our forums View the full article
  25. Apple today released macOS Tahoe 26.3.1, a minor update to the ‌macOS Tahoe‌ operating system that came out last September. ‌macOS Tahoe‌ 26.3.1 comes three weeks after Apple launched macOS Tahoe 26.3. Mac users can download the new software by opening up the System Settings app and navigating to the Software Update section. According to Apple's release notes for the update, it adds support for the new Studio Display and Studio Display XDR. Apple has also released a firmware update for the new displays. The new monitors are available for pre-order and will launch on Wednesday, March 11.Related Roundup: macOS TahoeRelated Forum: macOS Tahoe This article, "Apple Releases macOS Tahoe 26.3.1 With Support for Studio Display and Studio Display XDR" first appeared on MacRumors.com Discuss this article in our forums View the full article

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