AI companies won't tell you what's broken. We will.
AI is giving advice to millions. Is it actually good?
Medical questions. Financial decisions. Gift recommendations. Parenting tips. Christmas dinner recipes. People are asking AI for advice on things that matter.
AI companies measure "safety" and "accuracy" internally. They publish benchmarks. They don't tell you what specifically fails, when it fails, or who verified it.
Public verdicts from real experts.
We recruit content creators and domain experts to judge AI in their area of expertise.
Their verdicts are public. Their names are attached. People can see what they said and decide for themselves.
Not anonymous crowdworkers. Not black-box benchmarks. Real people with real credibility, publicly accountable for their judgments.
Arthur Cho
Founder, HumanJudge
8+ years in AI as a product consultant. Built AI products reaching 200k+ MAU. Master's in Applied Data Science from University of Michigan.