BELIEFWEAVER improves long-horizon agent recovery from earlier failures
A distilled 9B student gained 9.8 points over the native baseline and cut estimated teacher API cost by 54.8%.
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Stories tagged #belief-state
Large Language Models Develop Belief State Geometry In-Context
Probing six open-source LLMs on HMM-generated data shows belief states are linearly decodable (R² 0.83–0.99), suggesting in-context learning approximates Bayesian prediction.