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| Format: | Recurso digital |
| Jezik: | angleščina |
| Izdano: |
Zenodo
2026
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| Teme: | |
| Online dostop: | https://doi.org/10.5281/zenodo.18612834 |
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- <p>This paper introduces <em>autological objectivity</em>, a structural reformulation of objectivity for reflexive systems—biological, cognitive, artificial, and social.<br>Classical objectivity assumes that observation does not alter the observed system.<br>Reflexive systems violate this assumption: their generative rule structure changes as a function of recurrence and perturbation.</p> <p>KOGNETIK formalizes structural self-sensitivity through the operator</p> <p>Ψ = ∂S/∂R</p> <p>where <em>S</em> denotes generative structure and <em>R</em> denotes recurrence.<br>We show that scientific progress itself unfolds through <em>Kognems</em>—minimal rule mutations triggered by kognetic overload <em>(L = 1/Ψ)</em>.<br>Using evidence from evolutionary developmental biology and meta-learning architectures, the paper demonstrates that objectivity becomes <strong>transformation-invariance</strong> rather than state-invariance.</p> <p>Autological objectivity provides an epistemic foundation for systems that learn to rewrite their own rules and offers a measurable operator for next-generation reflexive AI.</p> <h2>Intellectual Property & Licensing</h2> <p>The KOGNETIK Research Series is released under the <strong>Creative Commons Attribution–NonCommercial 4.0 International License (CC BY-NC 4.0).</strong></p> <p>All scientific works within the series may be cited, shared, and adapted for non-commercial research purposes with proper attribution. Commercial use—including consulting, advisory services, integration into commercial platforms, monetized training, certification, or system-level deployment—is not permitted under this license and requires a separate written agreement.</p> <p>Full license text:<br><a href="https://creativecommons.org/licenses/by-nc/4.0/" target="_new" rel="noopener">https://creativecommons.org/licenses/by-nc/4.0/</a></p> <p>For licensing, partnerships, translations, or applied development inquiries:<br><a rel="noopener">research@kognetik.de</a><br><a href="https://www.kognetik.de/" target="_new" rel="noopener">https://www.kognetik.de</a></p> <p>ORCID: <a href="https://orcid.org/0009-0000-8544-4847" target="_new" rel="noopener">https://orcid.org/0009-0000-8544-4847</a></p> <h2>Kognetik Series Information</h2> <p><strong>KOGNETIK — Minimal Operator Definition of Reflexivity (Ψ = ∂S/∂R)</strong></p> <p><strong>Reflexivity as structural rate-of-change:</strong><br>Ψ = ∂S/∂R measures structural drift under recurrence.</p> <p><strong>Process, not state:</strong><br>Reflexivity specifies a transformation rule rather than a content or level.</p> <p><strong>Domain-independent operator:</strong><br>Applicable across biological, cognitive, artificial, social, industrial, and geophysical systems.</p> <p><strong>Non-ascriptive and empirically testable:</strong><br>Ψ enables comparative analysis of systems via observable structure and recurrence.</p> <p><strong>Higher-order phenomena as specifications:</strong><br>Learning, adaptation, consciousness, governance, and identity are structured regimes of Ψ.</p>