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general-learning-machine

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MachengShen / system-evolution-public

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Public-facing evolution record of Macheng's user-agency substrate — open-source the journey from pure Claude Code to multi-layer architecture. Stub; population pending publishability filter pipeline.

forecasts collective-intelligence governance ai-agents continual-learning ai-engineering personal-ai future-studies open-source-ai agent-architecture agentic-systems information-dynamics user-agency general-learning-machine credit-transport
  • Updated May 19, 2026

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