C2PA

What a Benchmark Has to Prove About Itself

Seven of eight major agent benchmarks were driven to near-perfect scores without solving a task — and every one of those runs would have passed a signature check. The unit of trust is not the number. It is the manifest, and a manifest has to be able to state its own weakness.