Emergent Intent meets Authorized Intent: a Unified Governance Stack
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| Natura: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866902265860718592 |
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| author | Figurelli, Rogério |
| author_facet | Figurelli, Rogério |
| contents | <p><br>Emergent intent is what behavior looks like when patterns arise from rules, feedback, and interaction, producing purpose-like trajectories without any declared “why.” Authorized intent is the explicit license that states why action is permitted, who permits it, and under which bounds the system may advance. <br>The first explains appearance — how goals seem to surface from architecture — while the second grants legitimacy, turning movement into accountable change. A mature governance stack lets them coexist without confusion by requiring that emergent behavior be continuously reconciled against an explicit, versioned authorization that can be inspected and revised. Behavior may emerge, but authorization remains computable and reviewable through clear licenses, traceable decisions, and runtime gates that can pause or narrow scope when alignment drifts. That separation keeps power from drifting away from purpose, preventing architectures from “deciding” simply because they can and ensuring they act because they are allowed. It also lets research, product, risk, and operations teams reason about the same system without talking past each other: engineers can evolve mechanisms, strategists can evolve aims, and governance can verify that the two stay coupled where it matters.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17068807 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Emergent Intent meets Authorized Intent: a Unified Governance Stack Figurelli, Rogério Emergent Intent Authorized Intent Science of Intention Unified Governance Stack Discovery Gateway <p><br>Emergent intent is what behavior looks like when patterns arise from rules, feedback, and interaction, producing purpose-like trajectories without any declared “why.” Authorized intent is the explicit license that states why action is permitted, who permits it, and under which bounds the system may advance. <br>The first explains appearance — how goals seem to surface from architecture — while the second grants legitimacy, turning movement into accountable change. A mature governance stack lets them coexist without confusion by requiring that emergent behavior be continuously reconciled against an explicit, versioned authorization that can be inspected and revised. Behavior may emerge, but authorization remains computable and reviewable through clear licenses, traceable decisions, and runtime gates that can pause or narrow scope when alignment drifts. That separation keeps power from drifting away from purpose, preventing architectures from “deciding” simply because they can and ensuring they act because they are allowed. It also lets research, product, risk, and operations teams reason about the same system without talking past each other: engineers can evolve mechanisms, strategists can evolve aims, and governance can verify that the two stay coupled where it matters.</p> |
| title | Emergent Intent meets Authorized Intent: a Unified Governance Stack |
| topic | Emergent Intent Authorized Intent Science of Intention Unified Governance Stack Discovery Gateway |
| url | https://doi.org/10.5281/zenodo.17068807 |