The economics of scarcity did not merely enforce discipline externally. It trained the discipline internally. The designer who had to answer the question is this worth making? for every product eventually became the designer who could answer it reliably, because the practice of evaluation compounded into capacity. AI abolishes the external enforcement, and in doing so, it removes the training regimen that produced the internal capacity.
Each unnecessary prototype, considered individually, costs almost nothing. The accumulated cost — measured not in dollars but in the erosion of the designer's discriminating capacity — is enormous, but it is invisible because it accrues gradually and manifests only over time. The designer discovers, years later, that she can no longer tell which ideas are worth pursuing, because she has spent years not practicing the discrimination.
You On AI documents the generative abundance with enthusiasm. Its author describes the Napster Station, built in thirty days. The Trivandrum training, with its twenty-fold productivity gains. The engineer who shipped in a weekend what her colleague had quoted six months for. Each example demonstrates the collapse of the production constraint. None of the examples addresses what the collapse does to the evaluative muscle, because the examples are chosen from cases where the question of should this exist? had been answered before production began.
The problem of infinite generation is not that every AI-augmented builder produces bad work. It is that the conditions that historically produced good work — the conditions of scarcity-enforced evaluation — have been removed, and the substitute conditions have not been built. The attentional ecology of AI-augmented production is optimized for generation, not for judgment.
The diagnosis is a direct extension of Rams's lifelong observation that scarcity collaborates with discipline. The analysis that scarcity enforces judgment is articulated across Rams's published writings and interviews, particularly his 1995 book Weniger, aber besser.
The specific diagnosis of infinite generation as a failure mode of AI-augmented production is developed in this volume, drawing on related critiques from Byung-Chul Han's The Burnout Society, Ann Blair's Too Much to Know, and Chris Anderson's analyses of the long tail.
Scarcity collaborated with discipline. The economic cost of production trained the designer to evaluate before producing. The training produced the capacity.
The evaluative muscle atrophies through disuse. When evaluation is optional, it is skipped. When it is skipped repeatedly, the capacity to evaluate weakens.
Invisibility of the loss. No single unnecessary prototype causes harm. The accumulated harm is enormous, but it accrues gradually and manifests only over time.
New conditions must be built. The external constraints cannot be restored. The conditions that produce good work must be constructed deliberately — through organizational structures, cultural norms, and personal discipline that substitute for the scarcity-enforced evaluation of the previous era.