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The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

I spend a lot of time in the AI space -- reading papers, building things, talking to engineers who are actually shipping. And there is a gap between what the demos show and what production systems actually look like that nobody is being fully honest about. So here is my honest take on where things…

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  1. 2026-11-11 03:31 · DEV Community — AI
    The Benchmarks Are Lying to You. Here's How to Actually Evaluate LLMs.

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