Proof of Training (PoT): Harnessing Crypto Mining Power for Distributed AI Training. (arXiv:2307.07066v1 [cs.CR])

In the midst of the emerging trend of integrating artificial intelligence
(AI) with crypto mining, we identify three major challenges that create a gap
between these two fields. To bridge this gap, we introduce the
proof-of-training (PoT) protocol, an approach that combines the strengths of
both AI and blockchain technology. The PoT protocol utilizes the practical
Byzantine fault tolerance (PBFT) consensus mechanism to synchronize global
states. To evaluate the performance of the protocol design, we present an
implementation of a …

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