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Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Epistemic Cryptography: A Structural Audit Layer for Relational Systems

Authors: Fonfára, Richard;

Epistemic Cryptography: A Structural Audit Layer for Relational Systems

Abstract

Epistemic Cryptography is a structural audit layer for relational systems. Unlike classical cryptography, which protects informational content, Epistemic Cryptography preserves the geometry of epistemic structure. The framework records structural configurations of relational fields through deterministic structural fingerprints derived from relational observables and spectral analysis of relational topology. The system introduces no optimization, no decision functions and no control mechanisms. Its role is purely observational. Structural states are recorded through a topological fingerprint defined as: h(t) = H( serialize( μ(t), A(t), QE(t), LTL(t) ) ) where relational observables form an antisymmetric matrix A satisfying: Aᵀ = −A which embeds the relational structure in the Lie algebra so(n). Spectral analysis of A allows detection of dominant structural axes and systemic centralization through the condition: |λ₁| >> |λ₂| The framework remains non-interventional and satisfies the invariant: ∂X / ∂Ψ = 0 meaning the audit layer does not influence the observed system. This record contains the official specification paper and supporting documents. --- Note on scope This work presents a formal structural proposal related to the risk of dominant-axis emergence in cognitive systems... Project: VECTAETOS Author: Richard Fonfara ORCID: https://orcid.org/0009-0008-5980-8940

This work presents a formal structural proposal related to the risk of dominant-axis emergence in cognitive systems (sometimes informally described as the “Terminator Problem”). The approach is theoretical. No empirical validation has been conducted. The author makes no claim of completeness or practical sufficiency. The framework is intended as a conceptual and mathematical proposal for structural analysis of relational systems.

Keywords

relational systems, epistemic cryptography, structural audit, ai safety, complex systems, vectaetos, spectral analysis, relational topology

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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
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