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Gensyn co-founder Harry Grieve: Crypto infrastructure will solve the four challenges faced by machine intelligence

2025-10-06 06:15:14

ChainCatcher news, at the Silicon Valley 101 x RootData annual summit held in Silicon Valley, Gensyn co-founder and CTO Harry Grieve delivered a keynote speech titled "Scaling Machine Intelligence with Cryptographic Infrastructure."

Harry Grieve pointed out that the current development of machine intelligence faces four major challenges: a true demand challenge for ultra-large scale on the technical front; economic issues related to oligopoly and asymmetric pricing of edge hardware; ethical concerns involving "machine rights" and "computational rights"; and security risks associated with regulation.

He proposed that the Gensyn protocol addresses these challenges by building a verification system that proves model performance, utilizing cryptography to safeguard property rights, and avoiding regulation through open source. Its technical architecture is based on four pillars: an ultra-scale training framework supporting multi-agent reinforcement learning, an optimal AI verification system, a zero-shot auxiliary learning toolkit, and a user-friendly EVM L2 blockchain.

In addition, Gensyn has already acquired 140,000 users, trained over 400,000 models, and is committed to building ultra-scale computing infrastructure for machine intelligence through a cryptographic network.

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