Anthropic engineers discuss agentic behavior in Sonnet 4.5 and Opus 4.5

Anthropic's Applied AI team identified 'context anxiety' in Sonnet 4.5, where the model prematurely ended tasks as it approached its context limit. The team implemented context resets to mitigate this behavior, which was subsequently resolved in the release of Opus 4.5.
Featured · Gagan Bhat, Isabella Kai He
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