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

Reddit - ML Jobs 1 min read

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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 observed evidence, the system must abstain. Highlights: 0.00% hallucination across demo + adversarial packs Explicit CONFLICT detection (not majority voting) Deterministic audits (hash-locked, replayable) Wo...

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Originally published on February 15, 2026. Curated by AI News.

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