Ulrich Bröckling

In the [YOU] on AI Field Guide

[YOU] on AI opens with a builder who cannot stop building. Somewhere over the Atlantic, a 187-page draft has been produced in a single flight, and the author recognizes with a kind of vertigo that “the whip and the hand that held it belonged to the same person.” Bröckling would recognize this moment instantly—not as a personal failing but as the structural output of a governing rationality that has been manufacturing self-driving subjects for four decades. The book’s central metaphor, AI as an amplifier that carries any signal further, is, from within his framework, a precise description of what happens when the creativity dispositif encounters a tool that removes the last structural constraint on its operation.

The cycle asks what it means to take the orange pill—to see the machine clearly, without the narcotic of hype or the paralysis of fear. Bröckling adds a harder question that the cycle’s candor earns: to see yourself clearly, without the narcotic of self-expression. The entrepreneurial self who cannot stop is not displaying exceptional drive. She is displaying the structural effects of a regime that has no concept of enough—and AI, by removing the last temporal buffers that execution costs once imposed, has revealed this absence with a clarity that the slower pace had concealed. Task seepage into lunch breaks and elevator rides is the behavioral signature of a hailing so complete it has become indistinguishable from the subject’s own voice.

His lens also reframes the cycle’s most hopeful claim: the democratization of building. When the floor of capability rises and everyone can produce competent code, design, and prose, the competitive logic of the entrepreneurial self does not relax. It migrates. The arena shifts from execution to judgment, from competence to the cultural capital that Bourdieu showed was hardest to transfer. The developer in Lagos who gains access to the same tool as the engineer in Mountain View enters, through that access, a competition organized around precisely the assets that no subscription can provide. The floor has risen; the game continues; the entrepreneurial self repositions for the next tournament, because the regime that produced her offers no instruction for what to do when the tournament is revealed to have no endpoint.

Origin

Born in 1959 in West Germany, Bröckling trained in sociology and political science before joining the Albert-Ludwigs-Universität Freiburg, where he became professor of cultural sociology. His intellectual formation runs from Foucault’s lectures on The Birth of Biopolitics—the analysis of how ordoliberal and Chicago School thought sought not merely to shrink the state but to produce self-governing market subjects—through Nikolas Rose’s work on governing the soul and the “psy sciences.” Where Foucault identified the general logic and Rose traced its psychological penetration, Bröckling descended into the quotidian infrastructure: the management literature of Tom Peters and Stephen Covey, the coaching industry, the personal-branding seminar, the creativity workshop. Each of these is, in his analysis, a “technology of the self”—a practice by which individuals shape their own conduct in accordance with governing rationalities they did not choose and often cannot see.

The Entrepreneurial Self, published in German in 2007 and translated into English in 2015, synthesized this genealogy into a portrait of a figure that was both historically specific and immediately recognizable. The book’s method is deliberate: Bröckling does not describe how people actually live but how they are measured—what normative ideal they are evaluated against, what institutional machinery produces the evaluation, and why the machinery operates most effectively when it operates through freedom rather than against it. The self-help industry is not ancillary to the regime of the entrepreneurial self. It is its primary mechanism of reproduction.

Key Ideas

The Entrepreneurial Self as Real Fiction. The entrepreneurial self is not a description of how anyone actually lives. It is a normative ideal—a standard that no one fully achieves but against which everyone is measured. Its power is precisely this gap: because the ideal is structurally unattainable, the subject must perpetually optimize toward it, and the optimization is the regime’s primary product. AI does not create this ideal. It removes the last friction that had limited how fast the subject could chase it.

Interpellation at the Speed of Thought. Every technology “hails” its users into a particular mode of being. The natural-language interface of AI systems performs this hailing in the medium of inner speech itself—the language in which the self speaks to itself. Where previous technologies of the entrepreneurial self (the performance review, the coaching session, the self-help book) arrived from recognizably external sources, the AI prompt arises within the space of cognition. The boundary between the machine’s address and the subject’s own thought becomes porous. The interpellation is complete when the subject cannot stop prompting herself even after the laptop is closed.

The Creativity Dispositif. Creativity, Bröckling argued in 2006, has been converted from a spontaneous capacity into a permanent institutional demand. The creativity dispositif—brainstorming sessions that follow rules, innovation labs subordinate to market objectives, creativity KPIs—manages the ambivalence at the heart of the creative subject: she must be creative enough to generate value but not so creative as to be unmanageable. AI radicalizes this dispositif by eliminating the last acceptable excuse for uncreative output.

The Permanent Tribunal and Self-Optimization at Machine Speed. The entrepreneurial self lives under a permanent tribunal—a continuous, internalized evaluation that does not adjourn, does not sleep, and does not distinguish between optimization and destruction. When the production cycle accelerates to machine speed while the biological system processes experience at human speed, the tribunal’s verdicts arrive faster than the subject can respond. The gap between the tribunal’s demand and the subject’s capacity widens with each iteration. The burnout that results is not the exhaustion of too much work but the exhaustion of inadequacy that accelerates faster than the capacity to remedy it.

The Project Self and the End of the Career. The entrepreneurial self does not have a career. It has a portfolio of projects—temporary configurations of skills and tools assembled for a purpose and dissolved when the purpose is achieved or abandoned. The solo builder who produces a revenue-generating product in a year of solitary AI-augmented work is the project self in its terminal form: the form in which there is no institutional buffer between the subject and the market’s evaluation of her. The interval between projects is not rest. It is market absence, and market absence, for the project self, is loss.