No system can model its own source. Empirical proof: 6 AI architectures (GPT-4, Claude, Gemini, DeepSeek, Grok, Mistral) hit the same structural wall.

一种可能的AI实践方法：让AI实现更准确的“逻辑思考”

Minimal universal semantic substrate‑interpreter: 10 inputs → 6 binary axes → 64 states.

Closed structural models: MIC, ICM, and NSPM. Demonstrates circular closure through interdependence of selection and non-selection layers.