Before You Decide: The Decision Series — Ten Papers on Artificial Intelligence for People Who Have to Decide
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2026
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| _version_ | 1866901749780971520 |
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| author | Kyungae, Ahn |
| author_facet | Kyungae, Ahn |
| contents | <p>This volume collects ten papers arguing that four foundational definitions — of intelligence, AI, the robot, and the Silicon Era — share a common structural limitation and that completing them produces a unified account of what this technological transition is. Papers 1–3 establish the foundation: a deficiency-substrate account of human cognition, empirical evidence for disciplinary convergence under AI methodology (CKA measurements, bibliometric analysis, 2024 Nobel confirmations), and a formalization of connective abduction as research methodology. Papers 4–6 develop the definition arc: a tool-inversion analysis of AI, the structural incompatibility of human-centered workflows with AI capability, and a proof that every human is structurally priceless to the AI pipeline. Papers 7–9 develop the robot arc: Distributed Agency Computation, the carbon-silicon substrate competition, and World Signal Sufficiency — the thesis that Earth's physically governed signal flows constitute a sufficient computational environment for AI. Paper 10 closes the arc with the Definitional Cascade and a redefinition of the Silicon Era as the age of planetary computation. The series introduces thirty-two original concepts in a published dependency architecture. Empirical components include cross-model representational analysis, bibliometric phase-transition data, and proposed experimental designs.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19035109 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Before You Decide: The Decision Series — Ten Papers on Artificial Intelligence for People Who Have to Decide Kyungae, Ahn artificial intelligence cognitive architecture image schemas representational convergence connective abduction alignment distributed agency world signal sufficiency model collapse planetary computation <p>This volume collects ten papers arguing that four foundational definitions — of intelligence, AI, the robot, and the Silicon Era — share a common structural limitation and that completing them produces a unified account of what this technological transition is. Papers 1–3 establish the foundation: a deficiency-substrate account of human cognition, empirical evidence for disciplinary convergence under AI methodology (CKA measurements, bibliometric analysis, 2024 Nobel confirmations), and a formalization of connective abduction as research methodology. Papers 4–6 develop the definition arc: a tool-inversion analysis of AI, the structural incompatibility of human-centered workflows with AI capability, and a proof that every human is structurally priceless to the AI pipeline. Papers 7–9 develop the robot arc: Distributed Agency Computation, the carbon-silicon substrate competition, and World Signal Sufficiency — the thesis that Earth's physically governed signal flows constitute a sufficient computational environment for AI. Paper 10 closes the arc with the Definitional Cascade and a redefinition of the Silicon Era as the age of planetary computation. The series introduces thirty-two original concepts in a published dependency architecture. Empirical components include cross-model representational analysis, bibliometric phase-transition data, and proposed experimental designs.</p> |
| title | Before You Decide: The Decision Series — Ten Papers on Artificial Intelligence for People Who Have to Decide |
| topic | artificial intelligence cognitive architecture image schemas representational convergence connective abduction alignment distributed agency world signal sufficiency model collapse planetary computation |
| url | https://doi.org/10.5281/zenodo.19035109 |