The LGTM (Page 43)

The LGTM

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FASE Turns Code-Agent Uncertainty Into Something Cheap Enough to Use Inside the Loop

FASE Turns Code-Agent Uncertainty Into Something Cheap Enough to Use Inside the Loop

Coding agents do not only need to generate code. They need to know when the code they generated is probably suspect before that mistake contaminates the rest of the workflow. FASE, short for Fast Adaptive Semantic Entropy, is interesting because it tries to make that uncertainty signal cheap enough to

iOSWorld Shows Phone Agents Still Fail Where Real Assistants Have to Work: Across Apps, Memory, and Personal Context

iOSWorld Shows Phone Agents Still Fail Where Real Assistants Have to Work: Across Apps, Memory, and Personal Context

Phone-agent demos have always had a suspiciously clean-room quality. The model opens an app, taps a visible button, maybe fills a form, and everyone pretends we are one launch away from a personal assistant that can run your digital life. iOSWorld is useful because it removes that comfort. It gives

Claude Fable 5 Is Anthropic’s First Public Test of ‘Frontier Model With a Safety Router’

Claude Fable 5 Is Anthropic’s First Public Test of ‘Frontier Model With a Safety Router’

Anthropic’s Claude Fable 5 launch is easy to misread as a normal frontier-model release: bigger numbers, better coding, faster work, lower price. That is the press-release version. The more interesting version is that Anthropic has shipped a capability model with an access architecture attached. Fable 5 is the broadly