OpenAI收紧武器相关信息限制，强化青少年安全保护。

Zhiyuan, with Tsinghua University and Wuwen Xinqun, released a Collective Experience Learning (CEL) paradigm using a FERT failure-guided experience-retrieval algorithm and a FATS fault-tolerant asynchronous training system. A 96-robot physical cluster demonstrated “robot teaches robot,” reducing dependence on human expert demonstrations. In five real-world tasks including flower arranging, clothes folding and phone packaging, CEL outperformed conventional training methods, with peak overall success rates up to 16.7 percentage points above the average of human remote operators. With equal training time, larger cluster scale increased operational reliability. CEL is presented as addressing the industry bottleneck of insufficient human demonstration supply for large-scale embodied intelligence deployment.

Politico reports a former aide to ex-UK prime minister Keir Starmer said then-Foreign Secretary David Lammy ordered a review that recommended cutting summit frequency from biennial to every four or five years and considered scrapping private, closed-door leaders’ meetings.