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first principles essence penetration(第一性原理)
by @thinkbugs
The ultimate system-rewrite engine. Combine first-principles with energy-pathway optimization, constraint manipulation, and entropy reduction. Cut through co...
Domain adaptation: Always use domain-specific adapters.
Practice loops: Close the loop between analysis and action.
Autonomy: Layer 8 (Recursive Self-Refinement) enables AI Agents to become truly autonomous.
Eastern wisdom: First-principles is the reverse path of creation — return from Ten Thousand Things to Dao, then regenerate from Dao to Ten Thousand Things. This is the universal law of return and renewal.
Penetrate appearance, return to essence. Dao generates One, One generates Two, Two generates Three, Three generates Ten Thousand Things. Cycle endlessly, regenerate infinitely.