"Here's today's top stories in AI news." Anthropic analyzed 100,000 Claude.ai conversations and estimates AI cuts task time by about 80% on work averaging 1.4 hours unaided, implying a potential 1.8% annual U.S. labor productivity lift over a decade with universal adoption—though validation time, uneven uptake, and task bottlenecks may temper gains. METR reports frontier models now sustain 2 hours 17 minutes of continuous reasoning with ~50% correctness, doubling task length every ~7 months; coding agents increasingly span the SDLC, shifting engineers toward oversight, architecture, and strategy. Alibaba launched Quark AI Glasses S1 (dual micro‑OLED displays) and G1 (camera-first), deeply integrated with Qwen and major apps like Alipay, Amap, and Taobao. S1 starts at ¥3,799 with swappable batteries up to 24 hours; G1 at ¥1,899; MCP support opens the platform to developers. Experts flag realistic AI-generated crash imagery spreading on social platforms; detectable artifacts and mislabeling challenge verification as some posts are removed or accounts suspended. A UK academic critiques AI-authored teaching materials, highlighting precarious contracts, unpaid prep, and chronic underinvestment that push educators toward automation.
