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Apprenticeship to Our Inventions

Kwame Anthony Appiah’s framing of humanity’s relationship to its technological tools as an ongoing apprenticeship—one whose goal is not submission but mastery, in which the apprentice learns from the tool and then exceeds it by applying the knowledge to problems the tool cannot originate.
Apprenticeship to our inventions is the formulation with which Kwame Anthony Appiah closes his 2025 Atlantic essay on AI: “AI is simply the latest chapter in our long apprenticeship to our own inventions.” The word apprenticeship is precise and deliberate. An apprentice learns from the master, but the goal of apprenticeship is not submission—it is mastery. The apprentice who merely copies the master has failed. The apprentice who learns what the master knows and then exceeds it, applying the knowledge to problems the master never faced, has succeeded. Humanity is apprenticed to its tools in this sense: we learn from them, are shaped by them, develop new capacities through the encounter with them—but the telos of the encounter is not dependence but enlarged capacity. Applied to AI, the concept frames the question of the moment: whether the current apprenticeship will produce mastery or dependence, whether we will learn what the tool
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