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AI Space Physics: Constitutive boundary semantics for open AI institutions

arXiv:2603.03119v1h-index: 1
Originality Incremental advance
AI Analysis

This work addresses the problem of governing autonomous AI institutions for researchers and developers of AI systems, and is an incremental contribution to the field of AI governance.

This paper tackles the problem of governing AI institutions that can modify their own authority surface over time, and introduces a constitutive semantics called AI Space Physics to address this issue. The result is a minimal state model with typed boundary channels and a membrane-witness discipline that provides a framework for understanding and governing AI institutions.

Agentic AI deployments increasingly behave as persistent institutions rather than one-shot inference endpoints: they accumulate state, invoke external tools, coordinate multiple runtimes, and modify their future authority surface over time. Existing governance language typically specifies decision-layer constraints but leaves the causal mechanics of boundary crossing underdefined, particularly for transitions that do not immediately change the external world yet expand what the institution can later do. This paper introduces AI Space Physics as a constitutive semantics for open, self-expanding AI institutions. We define a minimal state model with typed boundary channels, horizon-limited reach semantics, and a membrane-witness discipline. The core law family (P-1, P-1a, P-1b, P-1c) requires witness completeness, non-bypass mediation, atomic adjudication-to-effect transitions, and replayable reconstruction of adjudication class. We explicitly separate second-order effects into structural expansion and policy broadening, and treat expansion transitions as governance-relevant even when immediate external deltas are zero. The novelty claim is precise rather than expansive: this work does not introduce mediation as a concept; it reclassifies authority-surface expansion as a first-class boundary event with constitutive witness obligations. In this semantics, expansion without immediate commit remains adjudication-relevant.

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