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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

Principle

Include specific sensory components (visual, auditory…

Include specific sensory components (visual, auditory, tactile signals) in cue definitions to provide concrete pattern-matching targets for basal ganglia rather than requiring interpretation.

1 lesson
Principle

Apply the script test to routine definitions

if a stranger could not execute the routine step-by-step with zero ambiguity, the routine is still an intention rather than a habit specification.

1 lesson
Principle

Sharpen vague cues through progressive refinement…

Sharpen vague cues through progressive refinement by answering four questions: What specific action precedes this? Where exactly will I be? What sensory signal can I anchor to? What decisions remain unresolved?

1 lesson
Principle

Design seasonal variants that preserve behavioral function…

Design seasonal variants that preserve behavioral function while adapting form to changed environmental conditions.

2 lessons
Principle

Before designing a habit, systematically identify…

Before designing a habit, systematically identify the underlying craving you are trying to satisfy through empirical testing rather than introspective guessing.

4 lessons
Principle

Test craving hypotheses through substitution experiments

perform an alternative behavior, wait fifteen minutes, and observe whether the urge dissipates to identify the true underlying need.

3 lessons
Principle

Deliver rewards within 60 seconds of completing the routine…

Deliver rewards within 60 seconds of completing the routine to create strong associative links in the habit loop.

1 lesson
Principle

Generate visible proof of routine completion immediately…

Generate visible proof of routine completion immediately after execution to leverage evidence as an instant reward signal.

1 lesson
Principle

Recognize that cultural background and training install…

Recognize that cultural background and training install default attention patterns that operate preconsciously, and actively compensate by deliberately attending to dimensions your culture makes less salient.

1 lesson
Principle

Frame extrinsic feedback as informational signals…

Frame extrinsic feedback as informational signals of competence rather than controlling transactions to avoid undermining intrinsic motivation.

1 lesson
Principle

Diagnose existing habits through real-time observation…

Diagnose existing habits through real-time observation across multiple instances rather than retrospective introspection to bypass narrative reconstruction.

2 lessons
Principle

When modifying an established habit, change only one element

When modifying an established habit, change only one element of the loop (cue, routine, or reward) at a time to preserve behavioral momentum from the unchanged elements.

2 lessons
Principle

Test candidate substitute routines empirically for two days…

Test candidate substitute routines empirically for two days each, scoring how well each resolves the craving (1-5), then commit to the highest-scoring option for thirty days rather than selecting based on theoretical appeal.

1 lesson
Principle

When a habit substitution fails, return to craving…

When a habit substitution fails, return to craving identification rather than blaming willpower, because failure indicates the substitute addressed the wrong reward category.

1 lesson
Principle

Apply the Golden Rule (keep cue and reward, change routine)…

Apply the Golden Rule (keep cue and reward, change routine) when the cue is unavoidable and the reward satisfies a legitimate need; apply environmental redesign (remove the cue) when the cue itself is removable and harmful.

1 lesson
Principle

To create a craving for a new behavior, consistently pair…

To create a craving for a new behavior, consistently pair it with an immediate, sensory-rich reward until the brain begins to anticipate the reward at the moment of the cue.

1 lesson
Principle

Match the reward to the actual craving being satisfied…

Match the reward to the actual craving being satisfied, not to an abstract benefit or rational justification, because the basal ganglia encode sensory events rather than cognitive evaluations.

1 lesson
Principle

Observe and record behaviors nonjudgmentally before…

Observe and record behaviors nonjudgmentally before attempting to evaluate or change them, because simultaneous observation and judgment distorts the data through selective attention and self-censorship.

1 lesson
Principle

Pair behaviors with rewards that satisfy genuine needs…

Pair behaviors with rewards that satisfy genuine needs rather than manufactured or socially prescribed ones, because the dopaminergic system only encodes predictions for outcomes that actually resolve felt cravings.

1 lesson
Principle

Design information systems that actively surface relevance…

Design information systems that actively surface relevance rather than passively blocking irrelevance.

2 lessons
Principle

Externalize tomorrow's first task during today's shutdown…

Externalize tomorrow's first task during today's shutdown sequence to eliminate morning task-selection as a decision point.

1 lesson
Principle

Design work startup chains to reach first productive output…

Design work startup chains to reach first productive output before opening any communication tools, because reactive inputs replace your priorities with others' priorities before the chain completes.

1 lesson
Principle

Design a minimal degraded-mode version of chains (2-4 core…

Design a minimal degraded-mode version of chains (2-4 core links) that preserves the sequence structure while reducing duration or intensity, preventing complete chain abandonment during disrupted conditions.

1 lesson
Principle

Make the desired transition between behavioral links…

Make the desired transition between behavioral links the path of least resistance by eliminating location changes, time gaps, and decision points, with the completion of one link immediately initiating the next within approximately two seconds.

1 lesson