I trained a 1.5B model to be less overconfident instead of pretending uncertainty doesn't exist

I've been working on a small independent research project called Vera (Verifiable Epistemic Reward Alignment) . The idea is pretty simple: LLMs can produce answers with a very high-confidence tone even when the underlying claim is uncertain, controversial, or simply false. Instead of trying to make…

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1. 2026-10-02 01:19 · r/huggingface
   I trained a 1.5B model to be less overconfident instead of pretending uncertainty doesn't exist