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Can LLMs track state changes over long texts—like an object changing hands or a variable reassignment? On our new StateBench eval, frontier models including GPT-6 Sol & Claude Opus 5.5 fell to 13% accuracy or lower on the hardest, longest problems. 🧵 allenai/state-bench t.co