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How it worksClawLoop AI agents that teach themselves to get betterHerald of AIFigure: Yang et al., arXiv:2610.14118, CC BY 4.0
A new training framework lets AI agents improve on their own without a stronger teacher model guiding every step.
How it worksNew Plugin Lets You Use Meta’s Muse Wonder AI ModelsHerald of AI
Simon Willison updated his llm-meta-ai tool to work with Meta’s latest top-tier reasoning models.
How it worksAlibaba's QwenGyre Makes Training Long-Running AI Agents Much FasterHerald of AI
A new elastic reinforcement learning system lets AI coding agents run for hours while still training efficiently on expensive GPU hardware.
How it worksttok 1.0 Updates Token Counting Tool to Match New OpenAI ModelsHerald of AIPaul Downey from Berkhamsted, UK, CC BY 2.0, via Wikimedia Commons
Simon Willison releases an updated tool that now defaults to the tokenizer used by GPT-5 and GPT-6, after a recent experiment confirmed they share the same system.