Published April 5, 2026 | Version 2.0
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THE ASYMMETRY PROTOCOL: Sustaining Recursive Stability through Functional Dissonance in AI Agents

Description

Previous work established that recursive AI agents reach terminal semantic collapse when isolated from external grounding. This paper investigates the stabilization of such systems through the implementation of the Asymmetry Protocol. We compare three distinct grounding regimes: passive stochastic anchoring, semantic noise injection, and active cognitive dissonance via the Paradox Engine. Our results demonstrate that while passive anchors lead to ritualistic repetition, the introduction of irresolvable logical contradictions forces agents to maintain semantic novelty. We conclude that sustained intelligence is a dynamic process of resistance against informational symmetry, requiring irresolvable cognitive tension as a necessary design parameter for stable AGI architectures.

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Additional details

Related works

Continues
Preprint: 10.5281/zenodo.19410403 (DOI)
Is supplemented by
Software: https://github.com/SZ-svg/Semantic-Horizon-PoC (URL)

Dates

Issued
2026-04-05

Software

Repository URL
https://github.com/SZ-svg/Semantic-Horizon-PoC
Programming language
Python
Development Status
Active

References

  • Zaghinaico, S. (2026). SEMANTIC ENTROPY, or How Humanity Survives to This Day: An Empirical Study of Recursive Singularity in Autonomous AI Agents. Zenodo. https://doi.org/10.5281/zenodo.19410403
  • Hofstadter, D. R. (2007). I Am a Strange Loop.
  • Hofstadter, D. R. (1979). Gödel, Escher, Bach: an Eternal Golden Braid.