BetterEveryDay

The need for judgement and evaluation points to a future where AI makes millions of decisions inside software. Cost and speed matter enormously there but so does who gets to decide what counts as a good outcome. If one provider controls the evaluation, its blind spots and policies can become your agent’s behaviour. Excluding an inconvenient signal can change which trade gets made, which source gets trusted, or which action gets rejected. That’s why censorship resistance is central to what we’re building at Reppo. Reppo’s eval API draws on decentralized onchain DataNets where participants back their judgments with economic stakes, bringing independent, domain-specific feedback into inference. Reppo’s goal is for useful judgments to remain available and contestable, even when a powerful participant disagrees. As AI makes more decisions on humanity’s behalf, we shouldn’t hand one company control over the feedback guiding them. ⛽️⛽️⛽️