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How to ThinkIn the Age of AI

Concepts

The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types

Anti-pattern

Reliability-as-willpower anti-pattern

treating agent reliability as a willpower problem rather than an engineering problem, where failure triggers self-blame and "try harder" rather than structural redesign of the failing component

1 lesson
Anti-pattern

Agents-as-permanent-installations anti-pattern

treating cognitive agents as permanent fixtures rather than living systems that require maintenance and eventual retirement, leading to accumulated cognitive debt from obsolete processes that no one questions

1 lesson
Anti-pattern

Intuition-based-optimization anti-pattern

optimizing systems based on how they feel rather than on measured data, which produces changes that address perceived problems while missing actual bottlenecks that measurement would reveal

1 lesson
Anti-pattern

Contrarianism-as-self-authority anti-pattern

confusing self-authority with reflexive disagreement, where automatically opposing others' positions substitutes for genuine independent evaluation and produces the illusion of sovereignty while actually being controlled by what others think (in reverse)

1 lesson
Anti-pattern

Values-gap-moralization anti-pattern

moralizing the gap between stated and revealed values rather than treating it as diagnostic data, where self-judgment about the discrepancy prevents the neutral examination needed to close it

1 lesson
Anti-pattern

All-values-equal anti-pattern

refusing to rank values because "all my values matter equally," which feels virtuous but produces paralysis at every decision point where values conflict because no tiebreaker exists

1 lesson
Anti-pattern

Boundaries-as-rejection anti-pattern

believing that setting a boundary is an act of rejection rather than a structural requirement for sustainable relationships, which prevents boundary-setting due to fear of abandonment and guarantees eventual resentment

1 lesson
Anti-pattern

Intellectual-understanding-as-protection anti-pattern

believing that understanding pressure intellectually protects you from its effects, when pressure operates through neurochemical pathways that bypass intellectual defenses and require practiced, embodied responses

1 lesson
Anti-pattern

Drive-identification anti-pattern

identifying completely with one internal drive and dismissing all others as weakness, where the achiever suppresses the rester and the caretaker suppresses the self-advocate, producing internal tyranny rather than integration

1 lesson
Anti-pattern

Sovereignty-as-checklist anti-pattern

treating sovereignty as a set of items to complete rather than an ongoing practice of self-governance, where "achieving" sovereignty produces complacency that erodes the very capacity being claimed

1 lesson
Anti-pattern

Premature-abandonment anti-pattern

overcorrecting from sunk cost awareness into abandoning commitments too readily, using "sunk cost fallacy" as an intellectual excuse to quit whenever difficulty arises rather than distinguishing genuine sunk costs from investments still generating returns

1 lesson
Anti-pattern

Workflow-as-rigidity anti-pattern

confusing documented workflows with bureaucracy or inflexibility, which prevents the creation of repeatable processes because the word "workflow" triggers resistance associated with corporate overhead rather than personal effectiveness

1 lesson
Anti-pattern

Tool-fetishism anti-pattern

spending more time evaluating, configuring, and switching tools than using any single tool productively, where the search for the perfect tool becomes a substitute for doing the work the tool is meant to support

1 lesson
Anti-pattern

Assumed-bottleneck anti-pattern

guessing where the system bottleneck is based on frustration or salience rather than measurement, which directs optimization effort at non-constraints while the actual bottleneck continues limiting throughput

1 lesson
Anti-pattern

Performative-reflection anti-pattern

going through the motions of reflection without genuine inquiry — writing in a journal, completing a review template — while the actual cognitive work of extracting transferable lessons never occurs

1 lesson
Anti-pattern

Capacity-as-character anti-pattern

treating cognitive capacity as a character trait rather than a physical constraint, where inability to sustain output triggers moral self-judgment rather than structural adjustment of workload to actual capacity

1 lesson
Anti-pattern

Environmental-blindness anti-pattern

the belief that because you work in a space every day you see it clearly, when in fact habituation makes the most impactful environmental features invisible to their daily inhabitant

1 lesson
Anti-pattern

Complexity-as-excellence anti-pattern

confusing operational complexity with operational excellence, building elaborate multi-layered systems that consume more maintenance energy than they save, when simpler systems would produce equal or better outcomes

1 lesson
Anti-pattern

Over-batching anti-pattern

grouping so many tasks into a single batch that the batch itself becomes an overwhelming commitment that gets deferred, converting a productivity technique into a procrastination amplifier

1 lesson
Anti-pattern

Deliberation-overestimation anti-pattern

dramatically overestimating the proportion of daily behavior that is deliberate, when most behavior runs on automatic defaults — creating the illusion of agency over actions that are actually habit-driven

1 lesson
Anti-pattern

All-at-once-installation anti-pattern

designing elaborate multi-step behavioral chains on paper and attempting to install them simultaneously, which overwhelms the habit formation system that can only reliably automate one new link at a time

1 lesson
Anti-pattern

Extinction-suppression-confusion anti-pattern

confusing behavioral extinction (removing the reinforcement that sustains a behavior) with suppression (using willpower to override it), leading to exhausting suppression campaigns that never eliminate the underlying habit loop

1 lesson
Anti-pattern

Identity-adjustment-without-behavior anti-pattern

attempting to resolve the identity-behavior gap by adjusting the self-concept rather than the behavior, producing affirmation without action — telling yourself "I am a runner" while never running

1 lesson
Anti-pattern

Disruption-as-personal-failure anti-pattern

treating routine disruption from travel, illness, or life changes as a personal failure rather than a structural inevitability, which triggers shame that delays the restart that mechanical recovery protocols would enable immediately

1 lesson