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The Goats in the Machine: Why AI Agents Need Contracts, Not Personalities

TL;DR for operators AI agents are leaving the demo booth and entering workspaces: repositories, customer records, procurement systems, legal drafts, financial workflows, support queues, and other places where a charming mistake becomes an operational incident. That changes the evaluation problem. It is no longer enough to ask whether an agent sounds sensible, acts “empathetic”, appears to “understand”, or seems to have “judgement”. Lovely theatre. Terrible control surface. ...

June 16, 2026 · 15 min · Zelina
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Too Human, Too Soon? The Global Limits of Anthropomorphic AI

A chatbot with a name, a warmer tone, a few emojis, and a slightly irregular rhythm does not feel like a philosophical problem at first. It feels like product polish. That is exactly why anthropomorphic AI is difficult to govern. The cues are small. A friendly name here, a follow-up question there, a little latency to imitate human typing, a softer apology, a more adaptive conversational style. None of these looks dramatic enough to trigger a board-level ethics review. Together, however, they move the system from “tool” toward “someone-like.” ...

December 22, 2025 · 17 min · Zelina