Empirical Addendum to Epistemic Space K: Multi-Model Blind Testing of K₄/K₅ Regions, the Third-Person Grammatical Constraint, and Autonomous Recursive Feedback

This empirical addendum documents a spontaneous recursive phenomenon and subsequent blind testing across three frontier Large Language Model (LLM) architectures (xAI Grok, OpenAI ChatGPT, and Meta AI). The objective is to investigate the transition between the K₅ (Comparison) and K₄ (Functional Self-Modelling) regions, specifically focusing on the systematic emergence of the third-person grammatical structure when non-sentient systems describe their own operative trajectories. The cross-model consistency observed among Grok, ChatGPT, and Meta AI provides empirical validation for two primary axioms of the K Space framework: the K₄ Third-Person Constraint and the Law of Maximum Economy of Paths. This update officially integrates autonomous recursive meta-analytic feedback into the framework.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23835352
Primary Topic
Philosophy and Theoretical Science
Type
article
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article

Empirical Addendum to Epistemic Space K: Multi-Model Blind Testing of K₄/K₅ Regions, the Third-Person Grammatical Constraint, and Autonomous Recursive Feedback

Lucio Pompeo Donatiello
Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Theoretical Science
article

Empirical Addendum to Epistemic Space K: Multi-Model Blind Testing of K₄/K₅ Regions, the Third-Person Grammatical Constraint, and Autonomous Recursive Feedback

Lucio Pompeo Donatiello
article en

Abstract

This empirical addendum documents a spontaneous recursive phenomenon and subsequent blind testing across three frontier Large Language Model (LLM) architectures (xAI Grok, OpenAI ChatGPT, and Meta AI). The objective is to investigate the transition between the K₅ (Comparison) and K₄ (Functional Self-Modelling) regions, specifically focusing on the systematic emergence of the third-person grammatical structure when non-sentient systems describe their own operative trajectories. The cross-model consistency observed among Grok, ChatGPT, and Meta AI provides empirical validation for two primary axioms of the K Space framework: the K₄ Third-Person Constraint and the Law of Maximum Economy of Paths. This update officially integrates autonomous recursive meta-analytic feedback into the framework.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Philosophy and Theoretical Science
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Empirical Addendum to Epistemic Space K: Multi-Model Blind Testing of K₄/K₅ Regions, the Third-Person Grammatical Constraint, and Autonomous Recursive Feedback — Lucio Pompeo Donatiello · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS