Amy Edmondson — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Amy Edmondson — 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.
Aesthetics of the Smooth
Byung-Chul Han's diagnosis — extended through Dissanayake's biological framework — of the cultural dominance of frictionless surfaces and the specific reason the smooth feels biologically wrong.
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.
Attentional Ecology
The study of how AI-saturated environments shape the minds that live inside them — the framework for asking what becomes of judgment, curiosity, and the capacity for sustained attention when answers become abundant and friction is engineer…
Flow State
Mihaly Csikszentmihalyi's name for the condition of optimal human engagement — and, in Wiener's framework, the subjective signature of a well-regulated negative feedback system.
Intelligent Failure
Edmondson's category for failures that generate knowledge proportionate to their cost — the engine of organizational learning and the specific capability the AI transition most demands.
Learning Anxiety
Edgar Schein's term for the fear of incompetence during change — the emotion that governs whether capable professionals adopt transformative tools or perform the appearance of adopting them.
Organizational Dams
The structural pauses, review rhythms, and protected reflection periods that regulate the pace of AI-assisted work — Edmondson's extension of The Orange Pill's beaver metaphor into organizational design.
Productive Addiction
The clinical ambiguity of AI-assisted compulsive engagement — the output is real, the mechanism is a behavioral addiction pattern, and neither the individual nor her observers possess a cultural framework for naming what is happening.
Psychological Safety
Edmondson's foundational construct — the shared belief that a team is safe for interpersonal risk-taking — and the single strongest predictor of whether AI adoption produces learning or concealment.
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.
Signal and Noise
Claude Shannon's 1948 distinction between the message you intend to transmit and everything that interferes with its transmission — the spine of information theory and the diagnostic framework for what an amplifier carries.
Status Anxiety
De Botton's diagnosis of the specific suffering of meritocratic societies — where worth is earned rather than inherited, and every shortfall becomes a personal indictment rather than misfortune.
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 Expertise Trap
The condition in which the knowledge that made a person successful becomes the primary obstacle to her adaptation — and the specific organizational pathology the AI transition makes universal.
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 Silent Middle (Hochschild Reading)
The population caught in chronic emotive dissonance — performing daily emotional labor to manage the gap between authentic ambivalence and prescribed enthusiasm — and the constituency whose suppressed feelings constitute the most important …
Trust Ambiguity
The cognitive and interpersonal pathology that emerges when humans must repeatedly evaluate confident-seeming machine output — the slow erosion of self-trust that threatens judgment itself.
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.
