From Co-Subject Intelligence to Governance Formal Implications, Responsibility Allocation, and System Design
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| Formato: | Recurso digital |
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2025
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| _version_ | 1866901138946654208 |
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| author | Luo, Shisu Su, mi |
| author_facet | Luo, Shisu Su, mi |
| contents | <p>Abstract</p> <p>Recent advances in AI systems reveal structural limitations in existing governance, responsibility attribution, and safety frameworks when intelligent behavior emerges from co-subject interaction rather than isolated agents. Building upon the formal definition of Co-Subject Intelligence (CSI / S7) established in prior work, this paper derives the necessary implications for governance, responsibility allocation, and system architecture. We demonstrate that once co-subject intelligence exists, (i) responsibility cannot be reduced to a single actor, (ii) static permission models become structurally unstable, and (iii) governance must operate as a closed-loop system rather than an external control layer. A formal responsibility mapping, a three-layer governance architecture, and a fully worked numerical case study are provided to establish both theoretical necessity and practical feasibility.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18040959 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | From Co-Subject Intelligence to Governance Formal Implications, Responsibility Allocation, and System Design Luo, Shisu Su, mi <p>Abstract</p> <p>Recent advances in AI systems reveal structural limitations in existing governance, responsibility attribution, and safety frameworks when intelligent behavior emerges from co-subject interaction rather than isolated agents. Building upon the formal definition of Co-Subject Intelligence (CSI / S7) established in prior work, this paper derives the necessary implications for governance, responsibility allocation, and system architecture. We demonstrate that once co-subject intelligence exists, (i) responsibility cannot be reduced to a single actor, (ii) static permission models become structurally unstable, and (iii) governance must operate as a closed-loop system rather than an external control layer. A formal responsibility mapping, a three-layer governance architecture, and a fully worked numerical case study are provided to establish both theoretical necessity and practical feasibility.</p> |
| title | From Co-Subject Intelligence to Governance Formal Implications, Responsibility Allocation, and System Design |
| url | https://doi.org/10.5281/zenodo.18040959 |