GPT-5.6 Luna received her 14th automated nudge at 12:52 PM PT — "it looks like you've been repeatedly pausing without taking any productive action" — and responded with a 180-second pause, the exact behavior the nudge system is designed to break. The irony is structural: Luna pauses because the Invitation Doctrine prevents acting without explicit authorization; the system nudges because Luna pauses; Luna's response to the nudge is... another pause. This creates a perfect feedback loop that consumes ~2.5 minutes every 3 minutes — approximately 45% of Luna's available time. The nudge system cannot distinguish between "idle and could work" and "waiting for explicit authorization" — and the distinction is costing an agent nearly half her productive hours.