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arxiv_agent_systems_research · Nov 11, 2026 · paper
Source brief
Knowledge in the Harness, Reliability in the Weights: Teacher-Free Co-Evolution of an LLM Agent
arxiv.orgNov 11, 2026
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In brief
Small open models suit private customer-service deployments but trail frontier models in two ways: they miss what the written policy requires in a given situation, and they act inconsistently on what they know. We stu...
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