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Proof-of-Machine-Learning-Inference: Mining Knowledge, Not Hashes

Wong, Wan Ki et al.
arXiv (All) · Papers
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cryptography-and-security
Bitcoin-style Proof-of-Work (PoW) secures permissionless blockchains but spends substantial computation on hash puzzles which have no utility other than extending the chain. At the same time, we have seen that the rise of generative AI has created significant demand for computational resources that
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