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[D] Why evaluating only final outputs is misleading for local LLM agents

Via r/MachineLearning
Thursday, Mar 26, 2026 · 8:01PM
Summary

Been running local agents with Ollama + LangChain lately and noticed something kind of uncomfortable — you can get a completely correct final answer while the agent is doing absolute nonsense internally. I’m talking about stuff like calling the wrong tool first and then “recovering,” using tools it

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