Shoshana Zuboff — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Shoshana Zuboff — On AI. 22 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.
Action-Centered Skill
Embodied knowledge residing in the body's calibrated engagement with material—the paper mill worker's feel for pulp, the surgeon's tactile intuition—destroyed when screens replace hands.
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.
Automating versus Informating
Zuboff's foundational distinction: every technology simultaneously automates (displaces human labor) and informates (generates data enabling new understanding)—institutions determine which function is realized.
Behavioral Surplus
Human experience claimed as free raw material by platforms—the totality of what users do, search, linger over, abandon—extracted and processed into prediction products sold in behavioral futures markets.
Cognitive Extraction
The novel form of value capture operating at the heart of the AI economy — user interactions become training data that improve models owned by the center, replicating colonial extraction patterns in cognitive rather than material form.
Embodied Knowledge
The form of understanding that lives in the body — deposited through habitual engagement with resistant materials, irreducible to propositional content, and constitutive of genuine expertise.
Epistemic Inequality
Zuboff's concept for the asymmetry between those who possess knowledge about systems and those who are known by systems—amplified by AI to include cognitive sorting.
Intellective Skill
The cognitive capacity to work with abstracted, symbolically represented information—reading screens instead of touching pulp, constructing mental models from data—now evolving into evaluative forms that judge machine-generated understandi…
Prediction Products
The outputs of surveillance capitalism's computational factory—predictions of what individuals or populations will do next—sold not to users but to third parties interested in modifying behavior.
Surveillance Capitalism
Zuboff's term for the economic system in which human experience is claimed as free raw material, processed into prediction products, and sold in behavioral futures markets.
The Double Movement
Polanyi's structural theory that the extension of market logic into domains that cannot survive commodification necessarily provokes a protective counter-movement from society — not as a choice but as a condition of social survival.
The Informating Dividend
The genuine expansion of human understanding created when automation generates data about processes—unrealized in most transitions Zuboff studied, largest in AI's history, captured only through institutional design.
The Panoptic Sort (AI Era)
Gandy's 1993 concept—classification by data-derived categories—extended by Zuboff into the AI age where sorting operates on cognitive capability revealed through interaction patterns.
The Panopticon
Jeremy Bentham's 1791 prison design, theorized by Michel Foucault in 1975 as the paradigmatic architecture of disciplinary power — and the framework Han's Transparency Society argues has been superseded by voluntary self-exposure.
The Worker's Dilemma in the AI Age
The choice that is not a choice: resist AI and preserve identity but forfeit capability, or adapt and gain capability but transform identity—both rational, both costly.
Edo Segal
Serial entrepreneur and technologist whose The Orange Pill (2026) provides the phenomenological account — the confession over the Atlantic — that Pang's framework diagnoses and treats.
Gilles Deleuze
French philosopher (1925–1995) whose collaborative work with Félix Guattari and solo writings on difference, cinema, and power produced one of the twentieth century's most ambitious philosophical projects — and whose three-page 1990 Postscr…
Shoshana Zuboff
American scholar (b. 1951) whose In the Age of the Smart Machine (1988) introduced the automating/informating distinction and The Age of Surveillance Capitalism (2019) reframed the digital economy as extraction.
