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Library/ Agentic AI/ Module 1 · Introduction to AI Agents/ 1.4 Control and safety

subtopic

Autonomy levels and human-in-the-loop

10 min applied20 min research3 curated resources

Learn the autonomy ladder: suggest only → act after human approval → act alone with limits → fully autonomous. Most business agents stay at 'act after approval' for anything that spends money, sends messages or changes data. Learn the main risks: wrong actions, loops, high cost, prompt injection through tool results.

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Autonomy levels and human-in-the-loop · 1x1labs.ai