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Oct 10, 2026 · Artificial Intelligence

Output Isn't Completion: The Verifiable Evidence Gap in AI Agents

This article argues that AI agents often mistake model output or tool calls for task completion, but real business completion requires verifiable read-back evidence, idempotency handling for timeouts, explicit acceptance criteria, and structured completion records — not just a 'final_output' signal.