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Δ-Mem is a lightweight memory mechanism that augments frozen LLM backbones with a compact online state. It uses a fixed-size state matrix, updated by delta-rule learning, to generate low-rank corrections for attention computation during generation. This approach significantly improves performance on memory-heavy tasks without costly context expansion or full model fine-tuning.

Transition from Plex to Jellyfin and set up a free, private, self-hosted media server. Learn the benefits of Jellyfin's open-source model, enhance your privacy, and easily configure remote access using tools like Tailscale.

Uber's CTO revealed a long-term plan to equip its millions of drivers' cars with sensors, transforming them into a vast data collection grid for autonomous vehicle (AV) companies. This expansion of their AV Labs program aims to address the critical data bottleneck in AV development. The strategy positions Uber as a key infrastructure provider in the self-driving sector, potentially granting it significant leverage and financial benefit.

The Verge's Senior Reviews Editor, Nathan Edwards, has successfully transitioned his main desktop to Linux (CachyOS) for three months, expressing no desire to return to Windows. Despite minor troubleshooting, he finds the open-source OS "calmer and more robust," appreciating the self-directed nature of problem-solving inherent in Linux's modular design. The shift highlights Linux's growing viability for daily computing and gaming.

Diablo 4's upcoming Lord of Hatred expansion (update 3.0) is finally bringing back a fan-favorite classic ARPG feature: the map overlay. This highly requested addition allows players to place a customizable, togglable map directly on their screen, enhancing navigation without interrupting gameplay. The expansion also includes massive overhauls like skill tree reworks, a new endgame system, the Horadric Cube's return, a proper loot filter, two new classes, and more, all launching April 28.

Daniel Shapero, LinkedIn's COO since 2021, has been appointed CEO, succeeding Ryan Roslansky. Roslansky will now serve as Executive Vice President, overseeing both LinkedIn and Microsoft Office, emphasizing Microsoft's AI strategy. This leadership shift aims to bolster AI integration and comes as LinkedIn reports record quarterly revenue exceeding $5 billion, part of a $20 billion annual run rate.

John Ternus has officially taken the helm as Apple's new Chief Executive Officer, succeeding the iconic Tim Cook, who transitions into an executive chairman role after a remarkable 15-year tenure. Ternus inherits

Apple CEO Tim Cook is set to depart his role in September, marking the conclusion of a significant 15-year tenure at the helm of the tech giant. In anticipation of this major leadership transition, Cook has penned a

GeekWire's Todd Bishop and John Cook recorded a podcast on Sound Transit's new 2 Line, the world's first light rail on a floating bridge, connecting Seattle to Microsoft's Redmond campus. They discuss engineering challenges, regional cooperation, and the future of transit.

France announced plans to transition government computers from Microsoft Windows to Linux to reduce reliance on U.S. tech and achieve "digital sovereignty." This decision, driven by geopolitical tensions and weaponized sanctions by the Trump administration, is part of a broader European effort to secure digital independence. The open-source nature of Linux offers transparency and control, aligning with France's strategic goals.

Switching from Windows to macOS? This guide explains six key differences, from the Menu Bar and Apple Menu to app management, Finder, System Settings, and keyboard shortcuts, ensuring a smooth transition.

The Division 2, initially slated to conclude support in 2020, has defied expectations, not only continuing but actively growing its player base seven years post-launch. Driven by player-centric development, ambitious new content like the Battle for Brooklyn expansion, and a steadfast commitment to its premium model, the game recently hit new concurrent player records. Massive Entertainment attributes this success to valuing its core audience and investing in a sustainable live service.

The new Crosslake Connection of Sound Transit's Link light rail 2 Line opens Saturday, connecting Seattle and the Eastside. Tech companies like Microsoft and Lime are actively participating in celebrations across 10 stations. This expansion is set to transform commutes for thousands of tech workers, promising a significant shift in regional transportation dynamics.

Nvidia Revolutionizes Gaming Graphics with DLSS 5, Eyes Enterprise Expansion San Jose, CA – Nvidia unveiled its latest leap in graphics technology, DLSS 5, at CEO Jensen Huang's keynote during Nvidia GTC on Monday. This

New York-based financial operations giant Ramp has acquired Stockholm fintech Billhop, gaining crucial regulatory licenses to launch its corporate spend management platform in the UK and European markets this summer. This strategic move, announced March 13, 2026, allows Ramp to directly serve businesses across the European Economic Area and the UK. The acquisition comes as Ramp's US rival, Brex, is being acquired by Capital One, positioning Ramp for significant global expansion.

French insurtech Alan has closed a €100 million funding round, boosting its valuation to €5 billion. The Paris-based company, founded in 2016, reported €785 million in annual recurring revenue for 2025 and aims for €1 billion in 2026, serving over one million members across multiple countries. The investment will fuel international expansion and AI-driven product development.

A significant development for the decentralized social web has emerged with Jay Graber, the founding CEO of Bluesky, transitioning from her chief executive role. Graber will now serve as Bluesky's Chief Innovation

Redmond, Wash. has launched RedLink, a free, on-demand, all-electric shuttle service designed to connect residents and visitors to the light rail. Operated via the Circuit app, the pilot program aims to improve local mobility and offer sustainable transportation within specific Redmond neighborhoods, particularly important as the light rail expands to Seattle. This initiative seeks to reduce personal vehicle usage for transit access.

WIRED's Nena Farrell rigorously tested numerous sunrise alarm clocks, identifying the Lumie Bodyclock Luxe 700FM, Hatch Restore 3, and WiiM Wake-Up Light as the leading models for 2026. These innovative devices aim to revolutionize mornings by mimicking natural light transitions, fostering healthier sleep-wake cycles and offering a gentler alternative to traditional alarms.

Quick Verdict: Navigating Your AI Migration For many, AI tools like ChatGPT have become indispensable, but evolving company policies and increasing privacy concerns are prompting a re-evaluation of allegiances. This

Nintendo Switch 2 faces a significant challenge as rising storage costs and larger game sizes are reportedly causing users to buy fewer titles. With limited 256GB onboard storage, external expansion is essential but increasingly expensive.

Threads is currently testing a new shortcut feature designed to simplify direct messaging. Users participating in the trial can type "DM me" or "Message me" in posts or replies, which automatically generates a hyperlink to invite others into a private conversation. This aims to streamline the transition from public interaction to private dialogue on the platform.

Washington's current car-and-passenger ferry system is unreliable. The 'Mosquito Fleet Act' proposes empowering local districts to rapidly deploy passenger-only ferries. This aims to revitalize maritime transit, leverage local shipbuilding expertise, and foster clean tech.

Xbox Chief Phil Spencer Retires; Asha Sharma Named New Gaming CEO Redmond, WA – February 20, 2026 – Microsoft's gaming division is undergoing a significant leadership transition as Phil Spencer, the long-serving head of

Microsoft Gaming sees a major leadership shift as Phil Spencer departs after 12 years. Asha Sharma, with a diverse background in AI, Instacart, and Meta, takes over as CEO. Her first memo outlines a commitment to "the return of Xbox" and expansion into "new categories and markets" focused on player value.