NVIDIA researchers, with Princeton University and the University of Maryland, introduced PivotOPD, an on-policy distillation method that trains multi-turn LLM agents to avoid pivotal mistakes and recover from them. It beat 13 baselines on ALFWorld, WebShop and Search-based QA.
Coupang has filed two lawsuits seeking to void fines of 620 billion won (US$462 million) imposed by South Korea's data protection watchdog over a massive data leak and other privacy violations.
Microsoft has begun testing a rebuilt Windows 11 search experience that promises faster performance, lower memory use, a cleaner panel, and the ability to change settings directly from the search box.
Google has released Chrome 155 with decoding support for JPEG XL, a format it says compresses images 30 to 50 percent better than JPEG and also handles lossless compression, HDR, animation and progressive decoding.
Shengshu Technology has opened Vidu Q4 Preview, a high-expression video-generation model priced from 0.09 yuan per second, with support for up to 15 reference images and 2K or 4K output, according to ifanr.
A UCL-led study in BMJ Mental Health finds five systemic shocks since 2016 caused immediate and lasting rises in UK psychological distress, with the first Covid lockdown and Brexit referendum linked to the largest increases in people seeking GP help for depression.
Police departments are expanding AI-powered real-time crime centers like Axon's Fusus, while privacy experts warn the tools create broader surveillance risks than Flock cameras.
Mole, an open-source Mac cleanup command-line tool, has become a paid Mac desktop app after reaching 60,000 GitHub stars and more than 120 contributors. Its developer says users pushed the shift and shaped safeguards for cleaning AI-generated files, while the CLI remains free and open source.
A TechRadar piece attributed to Samsara's CMO argues physical AI stalls on execution rather than budget, citing BCG, PwC and Capgemini findings on spending, value capture and robotics deployment.
Large Language Models · AI Chips & Compute · Companies
Alibaba said at its annual Yunqi Conference that future Qwen models will scale toward 5 trillion to 10 trillion parameters, while new multimodal and AI-for-chip-design efforts aim to speed development and lower costs. Leiphone reported.
Huawei released its Mate 90 series on Oct. 1 using its own LogicFolding chip, with executive director Richard Yu saying the company aims to rebuild overseas phone share as China phone and Huawei-backed vehicle sales decline.
Elon Musk and other tech leaders predict AI-powered humanoid robots will soon transform work and homes, but robotics researchers say the hardware and intelligence are far from ready.
Simplexity Robotics presented a robot that autonomously tends two CNC lathes with a 0.5 mm clearance at IROS 2026, while BASAL Intelligence, founded by Tsinghua AIR's first PhD, secured funding led by 5Y Capital for action-native embodied AI.
CCID Consulting's annual report says China's network information security market reached RMB 93.08 billion in 2025, with Qi An Xin ranking first for a seventh straight year and leading terminal security, security management platforms and security services.
OpenAI is rolling out GPT-6 to every ChatGPT tier with an Intelligent UI that builds interactive replies; paid users get GPT-6 Sol, Free and Go accounts get the less capable Luna.
Google is rolling out Pixel Connected Camera support to 11 more communication and work apps, bringing the total number of officially supported apps to 16, according to Android Authority.
Smart Launcher and Kustom Industries, the team behind the KWGT widget toolkit, are merging into a new brand called Wild Pixels, promising tighter integration between their Android products.
Products & Applications · Companies · AI Chips & Compute
Microsoft introduced a Windows update built around locally running AI agents and a new Surface Laptop Ultra it says can run models above 120 billion parameters on-device, with Nvidia CEO Jensen Huang appearing at the launch.