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Your LLM returned valid JSON. That doesn't mean it's telling the truth.

What building an automotive telemetry application taught me about structured output, evidence validation, and knowing when not to trust a generated answer. The response looked perfect Recently, while preparing a conference talk, I was building an application that uses a language model to explain au…

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  1. 2026-11-09 10:08 · DEV Community — AI
    Your LLM returned valid JSON. That doesn't mean it's telling the truth.

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