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StateBench

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Headlines · 1

  1. Ai2 launches StateBench for long-context state tracking

    Ai2 introduced StateBench, a benchmark with data and code for evaluating how language models track changing entity information across long documents. Its four difficulty levels test increasingly complex state updates; Ai2 reports that directly trained recurrent and hybrid models generalized farther than transformers, while Gemini 3.8 Flash, Claude Opus 5.5, GPT-6 Sol and GPT-6 Luna still failed on harder tasks as inputs grew longer.

    Ai2 Blog · 🔥 0

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