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  "path": "/t/can-an-ai-have-its-own-internal-ethics-standard-protocol-for-axiomatic-alignment/174927?page=2#post_36",
  "publishedAt": "2026-05-25T15:37:32.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "Hi,\n\nThank you for this fascinating metatheoretical connection. Linking Shannon Entropy to Kropotkin’s mutual aid and Wilson’s eusociality perfectly crystallizes what the ACI framework and the PCE are trying to achieve mathematically.\n\nYou articulated it beautifully: an “internal ethics” does not need to be a forced cultural blueprint. If we look at alignment through a topological lens, cooperation and altruism become the most mathematically stable states to minimize entropy within a generative distribution. The system doesn’t “choose” to be good; it converges toward cooperation because conflict and deception break its structural coherence and create informational chaos (entropy spikes).\n\nTo be completely transparent, as a self-taught independent researcher, a father, and working a full-time job on the side, I have reached the absolute limit of my personal and computing resources. The theoretical foundations and the Standard Experimental Protocol (Chapter III) are built, but I cannot cross the finish line alone.\nI am currently actively looking for academic collaborators, scientists, or research labs with the hardware (GPU) and empirical validation expertise to help ground this framework into a rigorous, standardized benchmark.\n\nIf this “scientific foundation of hope” and the mechanics of entropy-driven alignment resonate with your work or your network, I would be deeply grateful to discuss a potential collaboration to bring this project to the next level.\n\nBest regards,\nAllan",
  "title": "Can an AI have its own internal Ethics? Standard Protocol for Axiomatic Alignment"
}