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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

Axiomempirical

Habits as Context-Response Associations

Habits form when repeated behavior in stable contexts produces rewards, creating automatic context-response associations that trigger behavior without conscious deliberation.

2 lessonshabit-formationautomaticitybehavioral-change
Rule

Improve one thing every time you touch a note — kaizen…

Each time you review or link a note, make one small improvement (sharpen title, add missing context, split tangled claim) rather than scheduling separate cleanup sessions.

1 lessonknowledge-managementmaintenancehabit-formation
Rule

Anchor one capture trigger to an existing habit — six…

Start with one capture trigger anchored to your most natural existing habit, run it for six weeks minimum before adding a second trigger.

1 lessonhabit-formationcaptureproductivity
Rule

Bottleneck journal

Record bottleneck journal entries in under two minutes using six fields only (date, constraint name, severity 1-5, type, intervention, result) to maintain practice sustainability.

1 lessonjournalingproductivitysystems-thinking
Rule

Tier your habits for graceful degradation — know which…

Rank operational habits into three tiers (minimum viable, performance-improving, optimizations) so you know which to preserve under moderate disruption (tiers 1-2) and severe disruption (tier 1 only).

1 lessonresiliencehabit-formationsystems-thinking
Rule

Restart habits tier by tier after disruption — confirm…

Restart operations sequentially after disruption by adding tier 1 first, confirming stability, then adding tier 2, then tier 3, rather than attempting simultaneous restart of all habits.

1 lessonresiliencehabit-formationrecovery
Rule

Make implementation intention triggers highly specific…

When using implementation intentions to create behavioral pauses, specify the triggering situation at high detail ('If I receive code review feedback challenging my approach...') rather than generically ('If I get criticism...') to increase cue detectability.

1 lessonhabit-formationbehavior-designself-regulation
Rule

Recognition does not eliminate patterns — track…

Do not expect pattern recognition alone to eliminate the pattern—track the ratio of pattern-following to pattern-breaking instances over weeks rather than demanding immediate control, because automaticity requires repeated override practice to weaken.

1 lessonhabit-formationpattern-recognitionself-awareness
Rule

Protect a keystone habit by guarding its triggers…

When a keystone habit produces cascading benefits, protect its trigger conditions and structural enablers rather than optimizing the habit's internal execution.

1 lessonhabit-formationsystems-thinkingkeystone-habits
Rule

Build support structures before the trough hits…

Pre-load support structures during the phase before a known cyclical trough rather than attempting to maintain behavior through willpower during the trough itself.

1 lessonresilienceplanningenergy-management
Rule

Life transitions are habit-redesign windows — old cues…

During major life transitions (moves, job changes, context disruptions), deliberately redesign behavioral patterns rather than waiting for them to reform automatically, because environmental cue disruption creates a window where habits are more amenable to conscious redesign.

1 lessonhabit-formationbehavior-designtransitions
Rule

Project daily patterns forward 365 times before deciding…

Project each daily pattern forward using compound math (what does 365 repetitions produce?) before deciding whether to maintain or change it, because linear intuition systematically underestimates exponential outcomes.

1 lessonhabit-formationcompoundingdecision-making
Rule

Monthly

Audit your daily pattern portfolio by labeling each recurring behavior as appreciating (+), depreciating (-), or neutral (=), then make exactly one trade per month (reduce one depreciating pattern by 50%, install one appreciating pattern at minimal scale).

1 lessonhabit-formationself-awarenessbehavior-change
Rule

When behavior change fails, adjust the cue/friction/reward…

When a behavior change fails within one week despite environmental redesign, modify the cue visibility, friction points, or reward structure rather than attributing failure to willpower or abandoning the approach.

1 lessonhabit-formationbehavior-designenvironment-design
Rule

Stack behavior change

Stack behavioral change interventions by addressing cue visibility first, then friction reduction, then reward design—each layer compounds on the previous rather than operating independently.

1 lessonhabit-formationbehavior-designenvironment-design
Rule

Attach daily writing to an existing automatic behavior…

Anchor daily externalization to an existing automatic behavior (opening laptop, pouring coffee, post-standup) rather than relying on time-based or motivation-based triggers, because context-stable cues accelerate habit automaticity.

1 lessonhabit-formationexternalizationbehavior-design
Rule

Start daily writing at 3 sentences, 90 seconds

Begin daily externalization with three sentences answering one question ('What am I trying to figure out right now?') for 90 seconds, expanding only after the behavior fires automatically without deliberation.

1 lessonhabit-formationjournalingexternalization
Rule

Attach 'When [situation], I will [action]' to every…

Write implementation intentions beneath each written goal using 'When [specific recurring situation], I will [specific first action]' format, specifying concrete triggers rather than time-based or motivation-based conditions.

1 lessonhabit-formationgoal-settingimplementation-intentions
Rule

Put schema reviews on your actual calendar — subjective…

Schedule schema reviews on actual calendars at the assigned cadence rather than relying on subjective feelings of uncertainty to prompt reconsideration.

1 lessonreviewplanningschema-validation
Rule

Diagnose failing behavioral agents by component — trigger…

When a designed agent fails to fire consistently after two weeks, diagnose whether the trigger is not salient enough, the condition is too restrictive, or the action requires too much effort, because each failure type requires different corrections.

1 lessonbehavior-changehabit-formationdebugging
Rule

Measure behavioral agent progress by displacement rate…

Track agent displacement by measuring the percentage of times your designed agent fires instead of the default, not by whether you execute perfectly every time, because replacement is gradual and competes against thousands of prior reinforcements.

1 lessonbehavior-changehabit-formationmeasurement
Rule

Write all three components of default agents — even…

When reverse-engineering a default agent, write down all three components (trigger, condition, action) even if the condition is 'always' or appears absent, because making the implicit condition explicit reveals where the default fires indiscriminately.

1 lessonbehavior-changeself-awarenesshabit-formation
Rule

Agent triggers must be observable or measurable — vague…

Define agent triggers as observable external events or measurable internal states rather than subjective feelings or abstract conditions, because vague triggers cannot be recognized reliably when they occur.

1 lessonbehavior-changehabit-formationimplementation-intentions
Rule

Review new agents weekly, established ones monthly…

Set agent review cadences at 7 days for new habits, 30 days for established behaviors, and immediately after any major context change, because review timing must match the actual rate of drift in each agent type.

1 lessonbehavior-changehabit-formationmaintenance