GARDEN preprint demonstrates reusable AI-designed rewards for cooperating agents
Researchers report in a preprint that GARDEN, a system that uses a language model to design rewards for cooperating agents, improved performance when its reward programs transferred unchanged to related scenarios unseen during design.
Intel redirects planned PC chip capacity toward Xeon production
Intel is reallocating manufacturing resources from client processors to server CPUs as demand exceeds supply, Tom's Hardware reported, citing company executives.
Binance seeks licensed return to Malaysia through regulatory talks
Binance said it is discussing a licensed business in Malaysia with the country's regulators. The cryptocurrency exchange is seeking a route back into a market where authorities have blocked its website and applications. The discussions concern access through a licensed operation.
Security benchmark finds combined static and AI reviews catch 101 of 108 flaws
A preprint evaluating security tools found that combining Snyk Code with Claude Code using Opus 5 at xhigh effort detected 101 of 108 reference vulnerabilities. Individually, the tools found 89 and 85 respectively.
Darkbloom warns Mac compute operators of falling inference revenue
Darkbloom has warned members who rent out spare Mac computing capacity that falling AI token prices will reduce their revenue, Tom's Hardware reported.
Developers report Claude refusals on game development and reverse engineering
Developers report that Anthropic's Claude Code and Opus 5.5 are refusing some game development and reverse-engineering tasks, Tom's Hardware reports.

