I just saw Kaito open mindshare markets on Polymarket and the most impressive thing is that every calculation is validated by @brevis_zk Pico ZKVM. I always wondered how users could trust that mindshare scores were not manipulated to influence the market. Brevis creating ZK proofs for each calculation, while keeping Kaito's algorithm secret, is the most reasonable solution. Now each proof is publicly verified on BNB Chain, so traders can rest assured that the data is not tampered with. When combined with EigenCloud to also validate the AI ​​inference layer, the entire pipeline from AI → mindshare → prediction market becomes completely transparent. In my opinion, this is a big step forward because it removes the “black box” in AI models and makes prediction markets operate more reliably than ever.
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