X @Polyhedra

4/zkML gives platforms a way to enforce accountable outputs:✔️ Confirms the model version responsible for each statement✔️ Confirms which evidence contributed to each claim, without exposing underlying files✔️ Confirms whether reasoning steps followed required constraints✔️ Allows auditors to review the chain of logic without revealing proprietary model weightsThis turns AI-generated search results into something grounded — not improvised. ...