# A Single Forward Pass Reveals Whether an LLM Actually Knows What It's Saying

- slug: a-single-forward-pass-reveals-whether-an-llm-actually-knows-what-its-saying
- date: 2026-03-25
- category: Artificial Intelligence

When a large language model tells you something with total confidence, you want to know whether that confidence is earned.

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