project

ProofPack

A verification and evidence layer for AI evaluations built by High Performance AI Lab. It stress-tests an evaluator with known-good cases, controlled counterfeits and generated variations, and ties each reported result to the cases, system versions, outputs, traces and errors behind it.

Current clusters

leadership1 publisher

Whoever writes the eval decides what an AI program is allowed to get better at

An essay at highperformanceailab.com argues that the measure a team picks defines what counts as progress, and that a perfectly calculated score can be satisfied by work nobody did. Its case rests on analogy.

Publishers:highperformanceailab.com

Reality

Evidence38
Adoption: Insufficient
Hype gap+20
Incentives80
Confidence50