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Lead times for high-capacity hard drives have exceeded 52 weeks as AI workloads drive unprecedented demand for warm storage that sits between fast SSDs and offline tape archives, according to TrendForce. Western Digital notified customers of price increases across its entire hard drive portfolio citing demand for "every capacity" in its product line. The shortage stems from AI infrastructure requirements including training datasets, model checkpoints and inference logs that consume petabytes of storage space. These files are too large for primary SSD storage but must remain accessible for quick retrieval. Hard drive manufacturers have not significantly expanded production capacity in approximately a decade. Cloud service providers are evaluating QLC SSDs for cold data storage despite costs remaining four to five times higher per gigabyte than mechanical drives. Memory suppliers are developing SSD products specifically for this intermediate storage tier.

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4 reasons why I have started to look for NixOS alternatives  xda-developers.com

AMD Officially Confirms The End Of The AMDVLK Driver  Phoronix

President Donald Trump called Monday for companies to report earnings every six months instead of quarterly. Trump posted on social media that semi-annual reporting would save money and let managers focus on running companies. The SEC mandated quarterly reports in 1970. Trump made similar comments in 2018 that prompted SEC public comment but no regulatory changes. Critics argue quarterly reporting increases costs and encourages short-term thinking. Supporters say frequent disclosures maintain investor trust and reduce market manipulation risks. Further reading: The Renewed Bid To End Quarterly Earnings Reports.

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Pushmeet Kohli, who leads DeepMind’s science and strategic initiatives team, discusses AI and science.

Toxic fumes from jet engines are leaking into aircraft cabins at an accelerating rate, reaching 108 incidents per million departures in 2024 compared to 12 in 2014, a Wall Street Journal investigation found. The fumes contain neurotoxins and carbon monoxide that have caused brain injuries in crew members. JetBlue flight attendant Florence Chesson suffered permanent neurological damage after inhaling engine oil vapors in 2018, diagnosed by neurologists as equivalent to an NFL linebacker's concussion. The surge is driven by Airbus A320 aircraft, particularly the A320neo model introduced in 2016. WSJ reports Airbus loosened maintenance requirements under airline pressure despite knowing the changes would increase incidents. The FAA received over 700 fume event reports from major U.S. airlines in 2024. Most commercial jets except Boeing's 787 use a "bleed air" system that pulls cabin air through engines.

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Strengthening Linux Security With Kernel Runtime Guard  Bank Info Security

A third of UK employers are using "bossware" technology to track workers' activity with the most common methods including monitoring emails and web browsing. From a report: Private companies are most likely to deploy in-work surveillance and one in seven employers are recording or reviewing screen activity, according to a UK-wide survey that estimates the extent of office snooping. The findings, shared with the Guardian by the Chartered Management Institute (CMI), are based on responses from hundreds of UK managers and suggest there has been a recent growth in computerised work surveillance. In 2023, less than a fifth of people thought they were being monitored by an employer, the Information Commissioner's Office (ICO) found. The finding that about a third of managers report their organisations are monitoring workers' online activities on employer-owned devices is probably an underestimate, as roughly the same proportion said they don't know what tracking their organisations do. Many monitoring systems are aimed at preventing insider threats and safeguarding sensitive information as well as detecting productivity dips. But the trend appears to be causing unease. A large minority of managers are opposed to the practice, saying it undermines trust with staff and invades their personal privacy, the CMI found.

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ASRock's revamped AI Quickset WSL virtualization tool makes it easy to run Linux AI apps on Windows  Tom's Hardware

ASRock's revamped AI Quickset WSL virtualization tool makes it easy to run Linux AI apps on Windows  Tom's Hardware

4 Windows tools I miss while using Ubuntu as my daily machine  xda-developers.com

Apple released iOS 26, iPadOS 26 and macOS Tahoe 26 today, introducing Liquid Glass, a translucent design language that represents the biggest visual redesign since iOS 7 in 2013. The new interface elements dynamically refract and reflect background content across all three platforms. iOS 26 requires iPhone 11 or later and second-generation iPhone SE or newer. iPadOS 26 runs on the same hardware as iPadOS 18 except the 7th-generation iPad. macOS Tahoe 26 supports all Apple silicon Macs, the 2019 16-inch MacBook Pro, 2020 13-inch MacBook Pro, 2020 and later iMac, and 2019 and later Mac Pro. The transparent menu bar on macOS increases perceived display size. iOS 26's adaptive Lock Screen time display resizes around notifications and Live Activities. Desktop icons, folders, app icons and widgets support light, dark, tinted, and clear appearances across all systems. iOS 26 adds Visual Intelligence for on-screen content analysis through screenshot button combinations. Live Translation operates across Messages, FaceTime and Phone on all platforms, translating text and audio in real-time on-device. The Camera app received streamlined navigation and lens cleaning hints for iPhone 15 and later models. iPadOS 26 brings Mac-style windowing and multitasking. Apps support free-form placement and menu bars. The Phone app and new Apple Games app arrived on iPad. macOS gained the Phone app through Continuity, including Call Screening and Hold Assist features. Spotlight executes hundreds of actions without opening applications and automatically assigns quick keys to frequent actions. Apple Intelligence expands across all systems. The Shortcuts app gained intelligent actions for text summarization and image generation. The Wallet app tracks orders across platforms, while Apple Music introduced AutoMix for song transitions.

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Linux Kernel 6.18 Integrates Rust Atomics with LKMM for Reliability  WebProNews

You can get Nvidia's CUDA on three popular enterprise Linux distros now - why it matters  ZDNET

KDE Veteran Jonathan Riddell Leaves After 25 Years Amid Governance Disputes  WebProNews

Microsoft WSL2 on Windows 11 25H2: 10-20% Overhead in Benchmarks  WebProNews

AI is transforming corporate America, yet the boom remains understated in government growth statistics, according to Goldman Sachs. From a report: Analysts at Goldman pointed to the scale of the boom in a Saturday note: "Revenue at US companies providing AI infrastructure has risen by $400 billion since 2022, which at first glance seems to suggest that AI has been a meaningful driver of economic growth recently." But official numbers tell a different story. AI technology has lifted real US economic activity by about $160 billion since 2022, or 0.7% of GDP, the analysts calculated. Yet only around $45 billion, or 0.2% of GDP, of AI-spurred growth has been recorded in official statistics. That leaves roughly $115 billion uncounted, according to the analysts. That gap highlights the difference between what companies report and what the government measures due to the Commerce Department's Bureau of Economic Analysis method for calculating growth.

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ASRock AI QuickSet brings popular Linux AI tools to Windows  KitGuru

ASRock AI QuickSet brings popular Linux AI tools to Windows  KitGuru

Businesses are overwhelmingly relying on Anthropic's AI software to automate rather than collaborate on work, according to a new report from the OpenAI rival, adding to the risk that AI will upend livelihoods. From a report: More than three quarters (77%) of companies' usage of Anthropic's Claude AI software involved automation patterns, often including "full task delegation," according to a research report the startup released on Monday. The finding was based on an analysis of traffic from Anthropic's application programming interface, which is used by developers and businesses. [...] On the whole, Anthropic found businesses primarily use Claude for administrative tasks and coding, the latter of which has been a key focus for the company and much of the AI industry. Anthropic, OpenAI and other AI developers have released more sophisticated AI tools that can write and debug code on a user's behalf.

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