Carol Dweck — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Carol Dweck — On AI. 25 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.
Auto-Exploitation
The Gramscian-Hanian condition in which the subject exploits herself and calls it freedom — the overseer's function having been transferred from the factory floor to the interior of the self through decades of hegemonic cultural work.
Consolidation Period
The developmental phase during which newly acquired capabilities are practiced until they become reliable — a phase Dweck's research identifies as essential and that AI's pace of advancement may eliminate.
Effort Beliefs
The implicit theories people hold about what effort means — whether it signals the path to mastery or the mark of someone without sufficient innate ability — and the beliefs AI's effortless output systematically erodes.
False Growth Mindset
Dweck's 2015 corrective concept for the adoption of growth-mindset language without the underlying psychological transformation — the most dangerous psychological risk of the AI moment.
Fixed Mindset
Dweck's term for the belief that abilities are innate and unchangeable essences — the psychological architecture that converts AI disruption from challenge into identity threat.
Fluent Fabrication
The specific AI failure mode in which the output is eloquent, well-structured, and confidently wrong — the category of error whose detection requires domain expertise precisely at the moment when the tool's speed tempts builders to bypass i…
Growth Mindset
Dweck's term for the belief that abilities can be developed through effort, strategy, and learning — the psychological orientation that determines whether AI disruption is experienced as verdict or as beginning.
Identity Limbo
The psychological state in which the old professional self is no longer viable and the new self has not yet been constructed — the brief, disorienting moment of holding nothing that identity reconstruction requires.
Identity Reconstruction
The psychological process by which a professional releases a fixed identity fused with specific expertise and rebuilds it around the capacity to develop — the demand the AI moment places on an unprecedented number of people simultaneously.
Interrogative Vigilance
The disciplined habit of questioning plausible AI output, seeking disconfirming evidence for conclusions that feel correct — the cognitive practice the smooth-failure problem makes necessary and domain knowledge makes possible.
Process Identity
The self-concept anchored in the capacity to learn rather than in current knowledge — the alternative to the expertise-fused identity that the AI moment is automating out of viability.
Process Praise
Dweck's empirical finding that praising process — effort, strategy, engagement — produces growth-mindset orientation, while praising outcomes or innate ability produces fixed-mindset fragility.
The Amplifier
The device that increases the magnitude of whatever passes through it without evaluating the content — Wiener's framework for understanding AI as a tool that carries human signal, or human noise, with equal power and no judgment.
The Burnout Society
Byung-Chul Han's 2010 diagnosis of the achievement-driven self-exploitation that has replaced disciplinary control as the dominant mode of power — and, in cybernetic terms, a social system operating in positive feedback.
The Expertise Trap (Dweck Reading)
The specific psychological prison produced when decades of fixed-mindset reinforcement fuse professional identity with a specific technical competence that subsequently becomes obsolete — The Orange Pill's concept read through Dweck's frame…
The Learning Zone
The cognitive domain where current capabilities are insufficient for the challenge at hand — distinguished from the performance zone where established competence operates reliably, and increasingly the only zone AI leaves standing.
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 Performance Zone
The cognitive domain of established competence where effort produces predictable results — the psychological ground AI is automating, leaving practitioners exposed to perpetual learning-zone demands.
Worthy of Amplification (Maslow Reading)
Maslow's reading of The Orange Pill's central question: worthiness is not a moral endowment but the developmental achievement of a person whose signal is shaped by B-values.
Mindset: The New Psychology of Success
Carol Dweck's 2006 book translating four decades of research into popular form — the work that introduced fixed and growth mindsets to a global audience and became the reference text for applications of the framework to every domain, now in…
The Berkeley Study
Ye and Ranganathan's 2026 Harvard Business Review ethnography of AI in an organization — the empirical documentation of task seepage and work intensification that prospect theory predicts.
Byung-Chul Han
Korean-German philosopher (b. 1959) whose diagnoses of smoothness, transparency, and achievement society provide the critical idiom within which Groys's AI analysis operates — and against which Groys's emphasis on institutional frame offers…
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.
