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by mikewittie
79 days ago
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"What the field actually needs is a robust data provenance infrastructure. We need to know where training data came from, how it was generated, and whether it’s been through a model already. That’s a hard systems problem, and it’s not glamorous enough to attract the attention it deserves. Everyone wants to build the next frontier model. Very few people want to build the plumbing that makes frontier models trustworthy." We did, by guaranteeing agreement and immutability at four orders of magnitude lower cost than Solana: https://arxiv.org/abs/2511.21969 |
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