X @Polyhedra

AI Model Transparency and Auditability - Confirms reasoning steps followed required constraints [1] - Allows auditors to review the chain of logic without revealing proprietary model weights [1] - Turns AI-generated search results into something grounded — not improvised [1] - Confirms the model version responsible for each statement [2] - Confirms which evidence contributed to each claim, without exposing underlying files [2]