John Dewey — On AI
This page lists every Orange Pill Wiki entry hyperlinked from John Dewey — On AI. 28 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.
Access vs. Governance
The analytical distinction — central to Gramscian reading of AI democratization — between consumer access to tools and democratic participation in the decisions that determine what the tools are and whose interests they serve.
Aesthetic Experience
Dewey's name for experience at its fullest — a unified, developing, self-completing event in which the doing and undergoing achieve a consummatory quality. The criterion against which every experience is ultimately measured.
Automation Dependence
The quiet risk of comprehensive automation: not that machines dominate us, but that we lose the capabilities they replace. Asimov's Solarians are the founding fiction; contemporary work on cognitive offloading is the empirical counterpart.
Democracy as Associated Living
Dewey's expansive claim that democracy is not primarily a political arrangement but a form of social organization in which every member participates in the decisions that shape common life. The criterion against which AI's democratization …
Democratization of Capability (Senian Reading)
The Orange Pill claim — that AI tools lower the floor of who can build — submitted to Sen's framework, which asks the harder question: does formal access convert into substantive capability expansion?
Depth Atrophy
The progressive decay of the capacity for sustained, unaided concentration that occurs when practitioners rely continuously on AI assistance — incremental, imperceptible, and grounded in the neuroscience of synaptic pruning.
Domain-Continuous Experience
The experiential chain in which each cycle of doing and undergoing runs through the domain itself — software, medicine, law — depositing understanding of principles rather than of tools.
Empowered Participatory Governance
Fung's framework identifying the three conditions — accessibility, deliberation, and consequence — that must be simultaneously satisfied for citizen participation to produce genuine governance outcomes rather than consultative theater.
Growth as Educational End
Dewey's only moral end of education — the continuous expansion of the organism's capacity for further experience. Not knowledge, not skills, not test scores, but the widening of what the person can do next.
Habit (Dewey)
Not a routine but an active disposition — a way of engaging with the world that constitutes the organism's character. The sum of a person's habits is the person.
Inquiry (Dewey)
Dewey's technical term for the full cycle of intelligent engagement — the controlled transformation of a problematic situation into a settled one through hypothesis, experiment, and reconstruction.
Intelligence as Practice
Dewey's foundational reframing — intelligence is not a possession stored in the skull but a process exercised in the encounter between organism and environment. Remove the doing, and nothing remains to diminish.
Model-Continuous Experience
The experiential chain that runs primarily through the tool — depositing understanding of the model's interpretive patterns rather than of the domain's enduring principles.
Negative Capability
Keats's name for the capacity to dwell in uncertainty without irritable reaching after resolution — the faculty built through endured impasses and atrophied by rapid AI-mediated synthesis.
Occupation (Dewey)
Not a job but a form of activity in which the intellectual and the manual are so thoroughly integrated that separating them destroys the educational value. Cooking, gardening, woodworking — and, once, building software.
Reflective Thought
Dewey's name for the mode of thinking that begins in doubt, sustains the consideration of multiple possibilities, and terminates in a conclusion that resolves the doubt — the mode AI's temporal compression most directly erodes.
Temporal Architecture of Learning
Dewey's insistence that every experience has a rhythm — doing followed by undergoing, with an interval between them where anticipation, hypothesis, and mental simulation occur. The architecture AI's temporal compression most directly threa…
The Community of Inquiry
Peirce's foundational thesis that knowledge is not the possession of an individual mind but the product of a community whose members share commitment to the self-correcting method of science.
The Four-Year Gap
The fifty-month interval between Dewey's death on June 1, 1952 and the 1956 Dartmouth Workshop that coined the term artificial intelligence — a chasm that kept the philosophy of intelligence and the engineering of intelligence from encount…
The Incubation Effect
The cognitive phenomenon — threatened by the speed of AI feedback — in which unconscious processing of a problem over hours or days produces insights that immediate solution eliminates.
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 Phronesis Barrier
The claim — central to this book's reading of the Orange Pill — that the collapse of techne's cost reveals a deeper barrier that was always the harder problem: deciding what deserves to be built.
The Principle of Continuity
Every experience takes up something from those that have gone before and modifies in some way the quality of those that come after. The principle that makes the quality of AI-augmented practice consequential across the life of the builder.
The Problematic Situation
Dewey's technical term for the occasion of all genuine thinking — a situation whose existing meanings have become indeterminate, demanding reconstruction. Without it, nothing calls for thought.
The Spectator Theory of Knowledge
Dewey's target across multiple works — the view that the knower stands outside the process and the quality of knowledge is judged by the accuracy of the observation. The view AI's output-centric culture has quietly restored.
