Gregg's workers did not experience presence bleed as dramatic. They described it in the vocabulary of productivity culture itself — flexibility, adaptability, managing multiple demands. The language available to them had no word for what they were losing. Gregg's contribution was to supply the vocabulary: to identify as dispossession what was being experienced as competence. This naming was an act of analytical recovery against an emotivist culture that had no concept for the structural production of compulsion experienced as choice.
The condition was made possible by the smartphone, which Gregg analyzed as a simultaneous leash and liberator. The device freed the worker from the physical office while tethering her to the office's demands. Its mere presence — silent on the kitchen counter — imposed what can be understood as a cognitive tax on domestic attention, operating through anticipation of demand rather than actual demand.
AI tools do not merely intensify presence bleed. They alter its fundamental mechanism. The bleed Gregg documented was driven by communication — incoming email, Slack pings, calendar notifications. The worker's role was reactive. AI-driven bleed operates through production — the builder creates, does not merely respond — and the shift from reactive to generative engagement transforms the subjective experience from burden to liberation.
This experiential inversion is the analytical fulcrum. Communication bleed was something the worker endured; production bleed is something the builder pursues. The Gridley post documents this in domestic form — a spouse articulating the cost her partner cannot see because he is absorbed in the reward the cost is producing.
The concept emerged from Gregg's ethnographic interviews with Australian knowledge workers between approximately 2006 and 2009 — a period in which BlackBerry, workplace email, and early smartphones were reorganizing the boundary between professional and domestic life without adequate vocabulary for describing the reorganization. Gregg watched informants describe the same behavior — checking email at the dinner table — in contradictory registers, sometimes as professional competence and sometimes as personal failing, without any stable framework for evaluating which description was accurate.
Structural, not personal. Presence bleed is a product of technological infrastructure, cultural expectations, and affective dynamics — not a failure of individual willpower correctable through better habits.
Vocabulary as resistance. Workers experienced bleed through the language of productivity culture, which had no term for what they were losing. Naming the phenomenon was a precondition for resisting it.
Communication to production. The AI transition shifts the mechanism from external demand (inbox, notification) to internal generativity (creative impulse, capability awareness) — making counter-practices designed for the former structurally irrelevant to the latter.
The polarity inversion. Guilt once enforced the domestic boundary by registering its transgression; in the AI era, guilt enforces the transgression itself by pathologizing non-production.