CHX × EGLA: A Minimal Formalization of High-Risk-Density Cognitive Evolution
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2025
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| _version_ | 1866901859690610688 |
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| author | Xu, Lucas Xiaochun |
| author_facet | Xu, Lucas Xiaochun |
| contents | <div> <h2>Abstract</h2> <p dir="auto">This paper introduces a minimal formal model of <strong>CHX (High Risk-Density Operating Regime)</strong> as the <em>evolutionary operating mode</em> of an evolvable cognitive structure under the <strong>Evolutionary Genetic Learning Architecture (EGLA)</strong> within the CESI 3.0 framework. The paper does not aim to exhaustively theorize CHX, but to establish <strong>priority, structural boundaries, and core mechanisms</strong> sufficient for academic claim, citation anchoring, and future iterative expansion.</p> <p dir="auto">CHX is treated here neither as a personality trait nor as a standalone behavioral style, but as a <strong>mechanism-level operational regime</strong> through which judgment frequency and feedback velocity generate sustained evolutionary pressure. We formalize the <strong>Judgment–Action–Feedback–Revision (JAFR) Loop</strong> as the minimal executable unit driving cognitive evolution, contrast this regime with traditional expert-centric cognition, delineate failure boundaries, and propose the <strong>Minimal Executable Unit (MEU)</strong> of CHX as an evolutionary operating system.</p> </div> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17974817 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | CHX × EGLA: A Minimal Formalization of High-Risk-Density Cognitive Evolution Xu, Lucas Xiaochun CHX EGLA CESI Judgment Density Cognitive Evolution Risk-Density Regime JAFR Loop Neuroplasticity Expert Cognition Evolutionary Operating System <div> <h2>Abstract</h2> <p dir="auto">This paper introduces a minimal formal model of <strong>CHX (High Risk-Density Operating Regime)</strong> as the <em>evolutionary operating mode</em> of an evolvable cognitive structure under the <strong>Evolutionary Genetic Learning Architecture (EGLA)</strong> within the CESI 3.0 framework. The paper does not aim to exhaustively theorize CHX, but to establish <strong>priority, structural boundaries, and core mechanisms</strong> sufficient for academic claim, citation anchoring, and future iterative expansion.</p> <p dir="auto">CHX is treated here neither as a personality trait nor as a standalone behavioral style, but as a <strong>mechanism-level operational regime</strong> through which judgment frequency and feedback velocity generate sustained evolutionary pressure. We formalize the <strong>Judgment–Action–Feedback–Revision (JAFR) Loop</strong> as the minimal executable unit driving cognitive evolution, contrast this regime with traditional expert-centric cognition, delineate failure boundaries, and propose the <strong>Minimal Executable Unit (MEU)</strong> of CHX as an evolutionary operating system.</p> </div> |
| title | CHX × EGLA: A Minimal Formalization of High-Risk-Density Cognitive Evolution |
| topic | CHX EGLA CESI Judgment Density Cognitive Evolution Risk-Density Regime JAFR Loop Neuroplasticity Expert Cognition Evolutionary Operating System |
| url | https://doi.org/10.5281/zenodo.17974817 |