@starry57phoenix
Decentralized Machine Learning (DeML) is emerging as a transformative track, leveraging blockchain to enhance AI model training and data sharing. In model training, DeML enables collaborative computation across distributed nodes, as seen in Bittensor’s subnet architecture, pooling global GPU resources to democratize AI development and reduce reliance on centralized giants. For data sharing, SingularityNET’s marketplace ensures secure, transparent exchanges, rewarding contributors while preserving privacy. Investment-wise, Bittensor’s TAO has surged 500% in market cap, reflecting strong growth potential, though scalability remains a challenge. SingularityNET’s ASI ecosystem offers scalable AGI infrastructure, promising long-term value despite crypto volatility.
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