Verity runs the evidence.

Submit an arXiv paper, GitHub benchmark, or vendor claim. Verity extracts a typed claim, executes the associated evaluation in an ephemeral sandbox, attempts at most three transparent fixes, and files the verdict as a GitHub Issue.