Shoshana Zuboff Book wiki — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Shoshana Zuboff Book wiki — On AI. 24 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 Behavioral Data
The detailed record of how users think generated by AI interaction—prompts, revisions, hesitations, acceptances—revealing cognitive architecture more intimately than any previous digital extraction.
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.
Evaluative Intellective Skill
The cognitive capacity to assess machine-generated understanding—detecting where plausibility diverges from accuracy beneath confident prose—more demanding than constructive skill because it operates against sophisticated adversaries.
Institutional Design for AI Markets
The deliberate construction of rules, norms, and structures that determine whether AI technology serves broad human welfare or concentrates economic power — the central political project that Shapiro's economic framework identifies but does…
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
Shoshana Zuboff's 2019 term for the economic system in which firms profit by predicting and shaping behavior at scale — the commercial substrate on which contemporary AI was developed.
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 Extraction of Experience
Surveillance capitalism's core operation: claiming human experience as free raw material, processing it through AI apparatus, converting it into prediction products—now extending into cognitive labor's intimate processes.
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 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 Worker's Dilemma in the AI Age
The impossible choice facing knowledge workers: resist AI and preserve identity but forfeit capability, or adapt to AI and gain capability but transform identity—neither option costless, both rational.
Claude Code
Anthropic's command-line coding agent — the specific product through which the coordination constraint shattered in the winter of 2025, reaching $2.5B run-rate revenue within months.
Large Language Models
Neural networks trained on internet-scale text that have, since 2020, demonstrated emergent linguistic and reasoning capabilities — in Whitehead's vocabulary, computational systems whose prehensions of the textual corpus vastly exceed any i…
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.
Piney Woods
Pseudonymous paper mill worker in Zuboff's 1983 fieldwork whose embodied knowledge—adjusting chemical feed by feeling the pulp—exemplified action-centered skill destroyed by computerization's screens.
Shoshana Zuboff
American scholar (b. 1951) whose fieldwork in computerizing workplaces produced the automating versus informating distinction and whose surveillance capitalism framework diagnosed AI as extraction apparatus.
