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Comments on No. 73 of 137 · Ai2 Blog · edition of Wednesday 4 November 2026

StateBench: Testing how language models track state changes over long documents

Summary

StateBench, released by Allen Institute for AI researchers, is a benchmark that tests how well language models track evolving entity states across long documents, using four difficulty levels from immutable assignment to general finite swaps.

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