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The Illusion of Autonomy: Why AI Agents Fail When They Stop Asking for Help

Originally published on tamiz.pro . We are witnessing a structural failure in the current generation of Large Language Model (LLM) agents.

  • AI agents exhibit autonomy drift, generating hallucinations 2% of the time
  • Fully autonomous agents assume Observation as absolute truth, leading to flawed workarounds
  • Retrieval-Augmented Orchestration and Human-in-the-Loop interrupts mitigate autonomy drift

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