In the autumn of 2025, Kwame Anthony Appiah published an essay in The Atlantic that became his most direct public engagement with the AI transition. The essay begins with a quiet observation: artificial intelligence had moved from the miraculous to the taken-for-granted, and the anxiety surrounding it had shifted accordingly — 'from apocalypse to atrophy.' The fear was no longer primarily about killer robots but about what AI does to the human capacities it replaces. Teachers, Appiah notes, 'are beginning to see the rot' as students outsource thinking to machines. But Appiah refuses to let either triumphalism or despair dominate. Not all de-skilling is the same. Some skills that atrophy were never worth preserving. Others that atrophy are genuinely precious. The essay closes with the formulation that serves as the compass for this entire simulated book: 'If there's one skill we can't afford to lose, it's the skill of knowing which of them matter.'
The essay appeared in The Atlantic in the autumn of 2025 and circulated widely among readers engaged with the AI discourse. It represents Appiah's most direct public intervention in the technology debate and supplies the proximate trigger for Segal's engagement with his broader framework.
Appiah's distinctive contribution in the essay is the refusal of the two simplest responses. The techno-optimist sees de-skilling as progress: old skills replaced by new capabilities, the arc bending toward expansion. The techno-pessimist sees de-skilling as catastrophe: essential capacities erode, the arc bending toward atrophy. Appiah sees both and refuses to let either dominate.
The essay's central insight is that the ethical task is not to resist de-skilling wholesale but to discriminate among its forms — to ask which skills anchor our humanity and which were always instrumental. This discrimination requires the cosmopolitan both/and: accepting the reality of AI integration (stewardship, not rejection) while insisting on the preservation of what matters most (judgment, imagination, understanding).
The essay's closing formulation — that AI is 'simply the latest chapter in our long apprenticeship to our own inventions' — provides a key metaphor for navigating the transition. An apprentice learns from the master, but the goal of apprenticeship is mastery, not submission. Whether humanity's apprenticeship to AI will produce mastery or dependence is the question on which the book's argument hinges.
Published in The Atlantic in autumn 2025. Appiah's first major public essay specifically on artificial intelligence.
From apocalypse to atrophy. The anxiety about AI has shifted from catastrophic risk to capability erosion.
Discriminating among de-skilling. Not all skill loss is equivalent. Some atrophy is progress; some is genuinely precious loss.
The stewardship frame. AI integration is not rejection but stewardship — ensuring the capacities in which humanity resides stay alive.
The apprenticeship metaphor. AI is the latest chapter in humanity's long apprenticeship to its own inventions. The apprentice can exceed the master or be subsumed by the tool.