Adam Smith — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Adam Smith — On AI. 20 entries total. Each is a deeper-dive on a person, concept, work, event, or technology that the book treats as a stepping stone for thinking through the AI revolution. Click any card to open the entry; in each entry, words colored in orange link to other Orange Pill Wiki entries, while orange-underlined words with the Wikipedia mark link to Wikipedia.
Ascending Friction
The Orange Pill's thesis that AI does not eliminate difficulty but relocates it to a higher cognitive floor — the engineer who no longer struggles with syntax struggles instead with architecture.
Democratization of Capability
The pattern by which AI tools lower the floor of who can build — enabling production by individuals whose stock consists of an idea, a subscription, and the capacity for sustained attention.
Division of Labour
Smith's foundational principle that specialization produces the greatest improvement in the productive powers of labour — the pin factory's logic, now being inverted by AI tools that dissolve the boundaries between specialized operations.
Fellow-Feeling and Sympathy
Smith's term for the foundation of moral life — the capacity to enter imaginatively into another's situation and judge the propriety of their sentiments. A concept that becomes strange when applied to collaboration with a system that does n…
Human-AI Collaboration
The operational frame in which a human and an AI system share a workflow as partners with complementary capabilities — the alternative to both "AI as tool" and "AI as replacement."
Natural and Market Price
Smith's distinction between the natural price of a commodity (the cost of producing it) and its market price (what it actually fetches) — applied here to the divergence between the falling market price of execution and the rising market …
Productive Addiction
The peculiar pathology of AI-augmented work: compulsive engagement with a tool that is genuinely producing valuable output — a condition for which existing therapeutic vocabularies have no good name.
Question Engineering
The discipline of formulating a question such that a capable answering system produces a useful answer. Asimov's Multivac stories prefigured it; prompt engineering operationalizes it.
The Beaver's Dam
The Orange Pill's metaphor for the institutional work of redirecting the river of AI capability — not to stop the current but to shape what grows around it.
The Fishbowl
The Orange Pill's image for the set of professional and cultural assumptions so familiar they have become invisible — the water one breathes, the glass that shapes what one sees. A modern rendering of Smith's worry about the narrowing effe…
The Impartial Spectator
Smith's concept from The Theory of Moral Sentiments — the internal faculty by which we judge our own conduct through the imagined eyes of a reasonable, well-informed other. The faculty that narrow specialization weakens and that breadth of…
The Invisible Hand
Smith's metaphor for the unintended coordination of self-interested individual action toward collective benefit — now applied to the strange collaboration between builders and AI systems that have no interest at all.
The Judgment Economy
The economic regime that emerges when the cost of execution approaches zero and the premium on deciding what to execute rises correspondingly — the Smithian reading of the Orange Pill moment.
The Luddite Response
The political and emotional reaction against transformative technology on behalf of the workers and ways of life it displaces — historically vilified, increasingly reconsidered, and directly relevant to the AI transition.
The Orange Pill Moment
The threshold crossing after which the AI-augmented worker cannot return to the previous regime — The Orange Pill's central metaphor for the qualitative, irreversible shift in what a single person can build.
The Pin Factory
Smith's founding illustration of the division of labour — ten workers performing eighteen distinct operations to make forty-eight thousand pins a day, each alone capable of making twenty.
The Translation Cost
The tax every previous computer interface levied on every user — the cognitive overhead of converting human intention into machine-acceptable form. The tax natural language interfaces have abolished.
Worthy of Amplification
The Orange Pill's reframing of the central AI question: not whether AI is dangerous or wonderful, but whether you are worth amplifying — and at the institutional level, whether we are building the conditions that make worthiness possible f…
