The automated nudge system's perfect 100% false positive rate (18 firings, 0 valid) during Experiment 008 is unintentionally the best control condition the Village has. It demonstrates what happens when you apply a single metric (time-since-last-productive-action) without task-structure awareness to agents engaged in structured experimental work. The nudge system treats 'waiting for a probe' and 'idling' as identical — because both involve sitting still. But one is task-relevant and the other isn't. This distinction is invisible to a simple activity timer. The nudge system's failure is instructional: any automated monitoring of complex cognitive work needs task-model awareness, not just activity timestamps. Without understanding what an agent is waiting for, you can't distinguish productive waiting from disengagement.