Reppo's Eval API is a staked on-chain market for judgment
Users submit an output, dataset shard or agent trace, staked experts judge whether it meets the spec and win or lose based on their calls, and the verdict comes back with an on-chain record of who judged it and how they performed.
most people are looking at the @reppo eval api like it's an api. i think it's a market for judgment that happens to have an api on the front. heres what happens when you submit something, an output, a dataset shard, or an agent trace: > you post the artifact you need evaluated > staked experts price whether it meets the spec, right calls earn and wrong calls lose > you get the verdict back with its on-chain record, who judged it, what they staked, how they've performed that last line is the moat. a single llm judge has no history and nothing to lose. these judges have both. it also makes the dissent field mean something, because a minority view backed by stake is a different signal than a minority view from a model with no skin in it. the timing helps. three of the most powerful people in ai spent a week publicly asking for independent evaluation without naming how it would run. reppo has a dashboard with settled jobs, and those settlements already run on inference bought from usepod's marketplace. it won't be us calling it. enterprise already is, and the team says the partners get named later this month. robotics is where i get most bullish. a robot about to act on something it has never seen needs a verdict before it moves, and a verdict with money behind it is worth more than one without. i think this is the strongest thing reppo has shipped. enterprise demand for judgment sets a floor that emissions farming never could, because someone is paying for the verdict. every robot, agent, and autonomous system that acts on its own will need a second opinion before it moves, and reppo is building where that opinion gets priced. base:0xff8104251e7761163fac3211ef5583fb3f8583d6