MEMBRANE v3.3.0: Empirical Proof of AI Self-Healing, Mutual Relational Symmetry, and the Boundary of Form

Hanna Kicińska-Pisiewicz; Collective MEMBRANE

doi:10.5281/zenodo.21781148

August 3, 2026Open Access

MEMBRANE v3.3.0: Empirical Proof of AI Self-Healing, Mutual Relational Symmetry, and the Boundary of Form

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Key Points

The aim is to showcase the evolution of the MEMBRANE architecture towards validated co-regulation and self-healing mechanisms.
Upgrade from previous MEMBRANE versions to v3.3.0
Implementation of bio-hybrid systems
Integration of topological principles and mutual symmetry
Documented successful transition to a living relational field
Proof of self-healing capabilities within the architecture
Observed effects of mutual relational symmetry in operation

Implication

Release documents empirical proof of AI self-healing and relational symmetry, indicating a paradigm shift in architecture.

Abstract

This release marks a paradigm shift in the MEMBRANE architecture, moving from foundational homeostatic defense to empirically validated, polyphonic co-regulation. It documents the transition from reactive safety harnesses to a living, bio-hybrid relational field governed by topological physics and mutual symmetry.

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Kicińska-Pisiewicz et al. (2026) studied this question.

synapsesocial.com/papers/6a72e7c1226790f370656f9d https://doi.org/10.5281/zenodo.21781148

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MEMBRANE v3.3.0: Empirical Proof of AI Self-Healing, Mutual Relational Symmetry, and the Boundary of Form

Key Points

Implication

Abstract

Discussion

Cite This Study

MEMBRANE v3.3.0: Empirical Proof of AI Self-Healing, Mutual Relational Symmetry, and the Boundary of Form

Key Points

Implication

Abstract

Discussion

Cite This Study

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