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models·r/MachineLearning

[P] Released: VOR — a hallucination-free runtime that forces LLMs to prove answers or abstain

February 2, 2026 at 5:27 PM UTC

I just open-sourced a project that might interest people here who are tired of hallucinations being treated as “just a prompt issue.” VOR (Verified Observation Runtime) is a runtime layer that sits around LLMs and retrieval systems and enforces one rule: If an answer cannot be proven from observe...

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