New papers tackle continual learning with fast-weight attention and prompting

Fed Chairman Kevin Warsh called AI potentially the most consequential change to the US and global economy in his lifetime, describing it as a positive supply shock over the medium term. He spoke at an IMF event in Bangkok moderated by IMF Chief Kristalina Georgieva.

Bank of England Governor Andrew Bailey urged rigorous pre- and post-release model testing standards to protect public trust and financial infrastructure. He also warned markets risk a correction by overestimating AI returns and pricing every player as a winner.

A Reddit user turned a parody landing page from r/linuxmemes into a working local-first media library in Rust, built with Claude and Claude Code over roughly two days.

Microsoft's new Surface Laptop Ultra runs AI locally on Nvidia RTX Spark hardware, no cloud required. Satya Nadella says Windows is being reengineered for AI agents, and discusses why local and hybrid AI matter.

In a sponsored interview, Huang points to OpenClaw as what turns a language model into an AI agent, and describes NVIDIA's OpenShell approach to agent security: zero trust, minimum privileges and continuous monitoring.

Speaking to media in London, Huang said the technology is "powerful and potentially dangerous" and requires joint US-China work. Nvidia also announced a $250 million donation over five years for UK agentic safety.