In the era of total design, the individual is required to be her own designer. This is not vanity; it is a structural requirement of a culture in which every domain of life has been aestheticized. The professional who does not manage her presentation is at a competitive disadvantage. The intellectual who does not curate her public persona is invisible. The LinkedIn profile, the personal brand, the curated portfolio, the managed reputation — these are not optional supplements to professional competence but constitutive of it. Self-design is the cultural operation through which the individual becomes her own exhibition, and AI accelerates the operation by automating the polishing function.
Before AI, self-design required effort. The professional chose her words carefully, revised her drafts, practiced her presentations. The effort was finite, and its finitude served as a natural brake on the logic of self-design. There was only so much polishing a single person could accomplish in a day, and the limit created space — small, shrinking, but real — within which imperfection could survive. AI removes the limit. The polishing is instantaneous, unlimited, and available across every channel of professional expression simultaneously. The email is smoothed. The presentation is refined. The report is elevated. The code review comment is diplomatized. Every surface the professional presents to the world can now be processed through the machine's smoothing function.
The consequence is convergence. When everyone's AI-polished prose sounds the same — confident, well-structured, tonally appropriate, free of the verbal tics and stylistic idiosyncrasies that mark individual voice — the designed self becomes interchangeable. The professional identity that was supposed to distinguish the individual from her peers instead makes her indistinguishable from them. The smooth self is a generic self. And the generic self, Groys would observe, is precisely what the logic of total design produces when applied to personal identity: a surface so seamless that there is nothing for the viewer to grasp, nothing to remember, nothing that resists the flow of attention from one polished surface to the next.
Self-design connects to a further transformation. When AI handles execution — when the code is written by the machine, the reports generated by the algorithm, the presentations polished by the tool — what remains as the distinctly human contribution is not any specific output but the person who directs, evaluates, and takes responsibility for the machine's production. The worker has become the work. The professional whose contribution is her judgment is contributing her person — her biographical specificity, her accumulated knowledge, her specific angle of vision — as the raw material of production. And raw material, in any economic system, is consumed in the act of production.
Groys would call this productive cannibalism, and the term is deliberately harsh. The judgment the worker contributes today is not replenished by the act of contributing it. It is depleted. Taste exercised without replenishment dulls. Judgment applied without the slow, undirected, friction-rich engagement with culture that develops it erodes. The worker who contributes herself as the primary productive input is consuming herself, and the consumption is invisible because it does not register on any productivity metric.
Groys developed the concept of self-design in Going Public (2010) and extended it in subsequent essays on social media and digital self-presentation. The framework draws on Erving Goffman's The Presentation of Self in Everyday Life (1959) and on Michel Foucault's later work on techniques of the self, but Groys's specific contribution is the recognition that what previous frameworks treated as psychological or sociological operations have become aesthetic operations under conditions of total design.
Self-design is structural, not optional. The individual in late capitalism is required to produce herself as an aesthetic object; this is a condition of professional existence rather than a choice.
AI automates polishing. The instantaneous, unlimited smoothing function of AI tools raises the standard of self-presentation beyond what individual effort alone can sustain.
Convergence is the consequence. When everyone uses the same smoothing tools, individual voice dissolves into interchangeable polish.
The worker becomes the work. When AI handles execution, the human's contribution collapses into her person, producing a form of productive self-consumption that no dashboard measures.