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AI Agent vs Chatbot

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May 12, 2026

AI Agent Autonomy Levels: I Audited 28 'Agent' Projects — Only 5 Passed L0–L3

AI agent autonomy levels, made practical: 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 autonomy test (L0–L3) to grade any AI project in 5 minutes.

Agentic AI in Practice · 20 min read · EN · 中
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