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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

Pattern

Context-switching tax pattern

the recurring cost where every task switch imposes a 10-25 minute recovery period of degraded performance, because the previous task's cognitive configuration must be fully unloaded before the new one can be loaded

1 lesson
Pattern

Distraction-as-default pattern

the structural tendency for attention to scatter toward the most stimulating available input in the absence of deliberate structure, because the brain's default mode favors novelty-seeking over sustained focus

1 lesson
Pattern

Attention-residue pattern

the phenomenon where unfinished tasks leave persistent cognitive traces that degrade focus on subsequent tasks, because the brain maintains active representations of incomplete goals (Zeigarnik effect)

1 lesson
Pattern

Premature-judgment-distorts-perception pattern

the structural tendency for early evaluation to replace incoming data with expectation-confirming interpretations, because the brain's predictive processing fills gaps with prior beliefs when judgment is activated before observation completes

1 lesson
Pattern

Invisible-filter pattern

the structural tendency for beliefs, expectations, and emotional states to silently filter perception without the perceiver's awareness, creating the illusion of direct access to reality when in fact all perception is theory-laden

1 lesson
Pattern

Naming-makes-manipulable pattern

the structural tendency for unnamed patterns to remain invisible and uncontrollable, whereas naming a pattern makes it an object that can be observed, discussed, tracked, and intentionally modified

1 lesson
Pattern

Habitual-judgment-invisibility pattern

the tendency for frequently repeated evaluations to become automatic and invisible to the judge, making the most habitual judgments the most dangerous because they escape metacognitive monitoring

1 lesson
Pattern

Success-pattern-replication pattern

the structural tendency for past successes to share common elements (conditions, behaviors, mindsets) that can be identified through analysis and deliberately replicated to increase future success probability

1 lesson
Pattern

Emotional-reaction-as-noise pattern

the recurring tendency for strong emotional responses to information to indicate manipulation or salience rather than importance, where the intensity of the reaction is inversely correlated with the signal's decision-relevance

1 lesson
Pattern

Expertise-as-efficient-filtering pattern

the structural tendency for experts to process less information than novices rather than more, because expertise builds pattern-recognition that automatically distinguishes signal from noise before conscious evaluation

1 lesson
Pattern

Availability-heuristic pattern

the systematic tendency to judge the probability of events based on how easily examples come to mind rather than on actual frequency, producing predictable miscalibration proportional to the vividness and recency of recalled examples

1 lesson
Pattern

Context-collapse pattern

the structural tendency for digital communication to strip the contextual cues that face-to-face interaction provides automatically, causing messages to be interpreted through the receiver's context rather than the sender's intent

1 lesson
Pattern

Goal-externalization-as-commitment pattern

the structural tendency for goals that exist only in the mind to function as wishes rather than commitments, where writing them down creates accountability through the visibility that mental goals lack

1 lesson
Pattern

Default-schema-invisibility pattern

the structural tendency for the most frequently applied schemas to become automatic and invisible to their user, making the highest-leverage mental models the hardest to examine because they operate below conscious awareness

1 lesson
Pattern

Schema-inertia pattern

the structural tendency for established schemas to resist revision even in the face of disconfirming evidence, because the cognitive and emotional cost of updating is higher than the cost of assimilation through selective attention

1 lesson
Pattern

Contradiction-as-data pattern

the recurring signal where conflicts between two held beliefs or schemas indicate that at least one model is incomplete, making contradictions diagnostically valuable rather than merely uncomfortable

1 lesson
Pattern

Classification-shapes-perception pattern

the structural tendency for the categories one creates to determine what gets grouped together, what gets separated, and what becomes invisible, such that the act of classifying shapes all subsequent thinking about the classified domain

1 lesson
Pattern

Relationships-carry-meaning pattern

the structural tendency for the connections between entities to carry as much or more meaning than the entities themselves, where understanding a domain requires mapping relationships not just cataloging components

1 lesson
Pattern

Graph-traversal-as-thinking pattern

the cognitive technique where following connections through a knowledge graph generates insights that neither the individual nodes nor random access could produce, because traversal activates associative chains

1 lesson
Pattern

Self-model-as-highest-stakes-schema pattern

the structural tendency for one's self-schema to be the most consequential yet most resistance-to-revision model, because identity threat activates defensive processing that other schema domains do not

1 lesson
Pattern

Meta-schema-recursion pattern

the structural capability of building schemas about how schemas work, creating a recursive self-improvement loop where examining one's own modeling process improves all future modeling

1 lesson
Pattern

Integration-produces-clarity pattern

the phenomenological experience where successfully connecting previously separate schemas produces a felt sense of clarity, reduced cognitive friction, and increased confidence, serving as a reliable signal that genuine understanding has been achieved

1 lesson
Pattern

Red-team-before-reliance pattern

the epistemic practice of deliberately attempting to break one's own mental model before depending on it, which surfaces weaknesses that confirmation-biased testing misses because adversarial testing operates against rather than with cognitive defaults

1 lesson
Pattern

Decision-cost-accumulation pattern

the structural tendency for decisions to deplete cognitive resources cumulatively throughout the day, where each decision — regardless of importance — draws from the same finite pool, making later decisions systematically worse than earlier ones

1 lesson