In production systems, "autonomous" often means the model generated the output, the UI felt complete, and the team inserted a re-check before execution. A hold window. A second model. A manual gate for anything involving money or permissions. None of this gets announced. Teams call this reliability work. What they are confessing: verified did not collapse into usable, so supervision stayed.

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