Soft3: consensus computing architecture for web3 and cyber

What will computing look like in the future? In this visionary talk, Dima Starodubtsev and Valera Litvin from cyber present Soft3 — the first consensus computing architecture for collaborative, GPU-based knowledge graph computation and decentralized AI.

Inspired by Andrej Karpathy’s Software 2.0 paradigm, Soft3 pushes the boundary further. It replaces proprietary, opaque machine learning models with verifiable, decentralized, and co-created AI logic running in a trustless environment.

• 🔹 The problem with Software 2.0 and why it’s not enough.
• 🔹 What is Software 3.0 and how consensus GPU computation works.
• 🔹 The Relevance Machine and how it ranks knowledge using cyberlinks.
• 🔹 Global semantic storage and programmable knowledge graphs.
• 🔹 Network states, bootloaders for superintelligence, and censorship resistance.
• 🔹 Knowledge economy: boosters, prediction markets, and computational tokens.
• 🔹 The Soft3 computer: dynamic execution cores, graph-based VMs, privacy, and scaling to 1 trillion links.