When Intelligence Becomes Agency: A Theory of Governed, Proactive Agency for Symbiotic AI Systems

arXiv:2609.07741 · cs.AI · Submitted 2026-09-07 · Read on arXiv

cs.AI

Submitted: 2026-09-07

Updated: 2026-09-07

Comments: 75 pages, 3 figures, 9 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accountability — 1× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Personalization — 1× in this paper · explained in 2 episodes

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