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The central LLM (e.g., GPT-5, Claude 4, Llama 4) responsible for reasoning.

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As agents make hundreds of autonomous decisions in sequence, auditing why an agent took a specific, potentially catastrophic action becomes incredibly difficult. Conclusion: Preparing for the Agentic Era The central LLM (e