An open, agent-traversable knowledge graph of non-consensus claims about intelligence, learning, and information dynamics — every node carries an explicit epistemic state (survived / speculative / raw) and a JSON-LD manifest others can fork and link into.

Public front door to a one-person, AI-assisted interdisciplinary research program on information and its future-reachability — how reachability is created, stored, degraded, and repaired in physical, living, and cognitive systems.

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.

Personal research site of Macheng Shen — essays toward a theory of intelligence and contemporary AI, information dynamics, and the user-agency substrate. Published agent-readable (llms.txt + JSON-LD), English and Chinese.

An open, continuously-published log of small pre-registered continual-learning and credit-assignment experiments — how a learner decides how to learn — with negative and diagnostic results published by design.