Yaqin Hei
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Agent Autonomy Levels

1 post

I Audited 28 'AI Agent' Projects — Only 5 Were Real Agents

I audited 28 enterprise AI projects — only 5 were real Agents. The rest were 'automation with an LLM bolted on,' or slideware. Here's the 4-level test (L0–L3) to grade any AI project in 5 minutes.

May 12, 2026·20 min read

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