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Verde: a verification system for machine learning over untrusted nodes

Verde: a verification system for machine learning over untrusted nodes

This is an academic paper describing Verde, a verification protocol for machine learning programs, as well as the underlying Reproducible Operators (RepOps) system that enables it.

GPT@home: Why the Future of Training is Decentralized

GPT@home: Why the Future of Training is Decentralized

AI training costs are hitting $100B per run. Gensyn's decentralized infrastructure enables efficient training across edge devices at massive scale—making model development collaborative and accessible.