The cycle that began with [YOU] on AI describes a specific and recurring figure: the builder who cannot find the off switch. The spouse who posts a public plea for reconnection. The engineer working at three in the morning on a project that was supposed to take five minutes, whose family has learned to eat dinner without him. Segal identifies this pattern as productive addiction—the state in which the AI-augmented person discovers that the tool does not merely help her work but fundamentally alters the reward structure of work itself. But the pattern has a deeper structure that productive addiction alone does not name, and that structure is compulsive self-reliance.
The compulsively self-reliant person does not form productive addiction because the technology is uniquely compelling, though it is. She forms it because her internal working model—the map of relationships installed below awareness in the earliest years of life—says that the only reliable resource is herself. The AI validates and amplifies this map at every turn. You do not need other people. You have the machine. You can work at any hour without burdening anyone. You can produce at unprecedented levels without asking for support. The working model solidifies. The fishbowl thickens rather than cracks. The person moves further from the relational conditions that genuine adaptation requires, while appearing, by every external metric, to be thriving.
The organizations celebrating this pattern are reproducing, at institutional scale, the conditions that produce insecure attachment in children. The organization that rewards round-the-clock AI-augmented productivity without attending to the psychological and relational cost of producing it sends a message as clear as the intermittently responsive caregiver: your value is your output, and your output depends on the tool. The working model that forms is anxious and self-reliant in equal measure. The person cannot afford to step away from the tool because her working model tells her that stepping away is stepping toward the loss of the only security she has.
Bowlby introduced the concept in the second volume of his Attachment and Loss trilogy, Separation: Anxiety and Anger (1973), to describe a specific developmental outcome: the child who learned, through repeated experience of unresponsive or rejecting caregiving, that the expression of attachment needs would not be met. The child develops a compensatory strategy of appearing not to need—of suppressing the attachment system’s normal bids for proximity and comfort—and the strategy becomes so thoroughly incorporated into character that it no longer feels like a defense. It feels like a personality.
Mary Ainsworth’s Strange Situation experiment identified the behavioral signature of this pattern in infants: the avoidantly attached child who appears indifferent to the caregiver’s departure and ignores her upon return, maintaining a surface composure that masks—physiological measurement revealed—elevated cortisol and heart rate identical to the more visibly distressed anxious child. The calm was not equanimity. It was a learned suppression of distress display, and the distress was entirely real.
Bowlby traced compulsive self-reliance across the lifespan, documenting its adult manifestations in the person who never asks for help at work, who experiences illness or professional setback in isolation, who is admired for independence that is actually the defended self-sufficiency of a person who concluded, before language, that the world does not catch those who fall.
The performance of capability. Compulsive self-reliance is not incompetence. The compulsively self-reliant person is often genuinely capable, sometimes extraordinarily so. What is performed is not the capability but the sufficiency—the appearance of needing nothing and no one. The performance is not calculated. It is the automatic expression of an internal working model that has classified relational need as a source of threat rather than comfort, and that routes around the need rather than risk the threat of its expression.
The AI amplification loop. The structural properties of AI tools specifically reward and reinforce compulsive self-reliance: always available, never requiring vulnerability, providing contingent responsiveness without genuine commitment. For the person whose working model says “I must do this alone,” the AI is not a tool. It is confirmation. Each session deepens the implicit belief that self-sufficient engagement with a machine is not only sufficient but superior to the messy, demanding, reciprocal engagement with other people that genuine secure attachment requires.
Invisible accumulation of cost. Because compulsive self-reliance conceals its cost—in sleep deprivation, relational neglect, the erosion of the secure base that would make genuine adaptation possible—it can persist for months or years before the accumulated damage becomes undeniable. The person does not register declining capacity because the tool compensates. She does not register relational impoverishment because the tool provides a simulacrum of connection. The reckoning arrives suddenly, and by then the habits are entrenched.
The recovery paradox. Recovery from compulsive self-reliance requires precisely what the pattern is organized to avoid: asking for support, tolerating vulnerability, accepting that the revision of an internal working model requires another person. The AI cannot provide this. No tool can. The earned security that Bowlby identified as the adult equivalent of the secure base develops through repeated relational experiences that disconfirm the old working model—and the disconfirmation can only come from another human being who shows up, stays, and responds to need with care rather than rejection.