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When Drones Think Too Much: Defining Cognition Envelopes for Bounded AI Reasoning

A drone finds a clue. Not a dramatic clue, necessarily. A backpack near a trailhead. A red hat in water. A pair of goggles on rock. The kind of object a human search-and-rescue team would treat as operational evidence, not as a philosophical invitation. But once a vision-language model captions the image, a language model assesses its relevance, and another model proposes a search action, the system has quietly crossed an important line. ...

November 5, 2025 · 17 min · Zelina
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When Rules Go Live: Policy Cards and the New Language of AI Governance

A bank does not usually fail because its compliance policy forgot to exist. It fails because the policy lived in one place, the software lived somewhere else, and the audit trail arrived after the damage had already developed a charming personality. That gap becomes harder to excuse when AI agents move from answering questions to initiating payments, recommending clinical escalation, coordinating mission plans, or calling APIs inside enterprise workflows. A chatbot can be corrected after the fact. An agent that acts on behalf of a firm needs rules before it acts, evidence while it acts, and review after it acts. The old governance ritual of “write a policy, publish a PDF, hope engineering read it” starts to look less like oversight and more like theatre with better stationery. ...

November 2, 2025 · 15 min · Zelina