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Constitutional Physics: Autopoiesis and Metastability in a Self-Correcting Governance AI

Authors: Arleo, Carlos;

Constitutional Physics: Autopoiesis and Metastability in a Self-Correcting Governance AI

Abstract

Addressing the growing Governance Debt—the dangerous gap between our technological power and our institutional wisdom—requires new scientific instruments. This paper introduces the Wisdom Forcing Function (WFF), a new class of system that implements Alignment-by-Architecture. The WFF is built on the Constitutional Physics thesis: that stable, just governance exists within a small, discoverable attractor basin defined by the intersection of Natural and Social Laws. We test this by cross-validating the WFF’s evolutionary dynamics against Descend Field Theory (DFT), a universal law of stability. Our analysis of 15 experimental runs reveals the WFF operates as a metastable system with a 100% recovery rate from 8 distinct stability violations. The core discovery is that recovery is driven by a multi-modal, diagnostic “immune system” with three distinct response modes, validated by a statistically significant negative correlation (r = −0.67, p = 0.07) between violation magnitude and corrective work. This, combined with the system’s demonstrated capacity for autopoiesis (architectural self-creation), validates the WFF as a provably resilient and self-improving governance engine, transforming alignment from a linguistic challenge into a verifiable, experimental science.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green