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Contextual bandits with entropy-based human feedback, 2025

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Autoformalization of Agent Instructions into Policy-as-Code

cs.AI · 2026-06-25 · unverdicted · novelty 5.0

An LLM-based generator-critic loop autoformalizes natural language policies into Cedar policies that cover substantially more of the source specification than hand-coded symbolic enforcement on MedAgentBench.

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  • Autoformalization of Agent Instructions into Policy-as-Code cs.AI · 2026-06-25 · unverdicted · none · ref 12

    An LLM-based generator-critic loop autoformalizes natural language policies into Cedar policies that cover substantially more of the source specification than hand-coded symbolic enforcement on MedAgentBench.