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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

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

Write agent actions as procedures a stranger could follow…

Write agent action steps as specific ordered procedures rather than aspirations or principles, requiring sufficient granularity that someone unfamiliar could execute them without clarification.

1 lessonbehavior-changespecificitydocumentation
Rule

Apply the camera test to triggers — if a camera can't…

Design triggers using the camera test: if a video camera could not detect the exact moment the trigger fires, the trigger is too vague to fire reliably and must be replaced with an observable event.

2 lessonsbehavior-changetrigger-designspecificity
Rule

Express error budgets as numbers with time windows — '2…

Express error budgets as time-bounded numeric thresholds (e.g., 'two missed sessions per week' or '30 minutes downtime per month') rather than vague intentions, and track consumption against the budget as a first-class metric.

1 lessonerror-budgetsmeasurementstandards
Rule

Define values so an observer could predict your behavior…

Define each abstract value with operational specificity by writing one to three sentences that would enable an observer to predict your behavior in concrete situations, not dictionary definitions.

1 lessonvalues-definitionoperational-definitionsspecificity
Rule

Name one behavior this week that demonstrates each value…

For each articulated value, specify one concrete behavior you will perform this week that demonstrates the value—if you cannot name the behavior, the articulation lacks operational specificity and needs revision.

1 lessonvalues-definitionbehavioral-testspecificity
Rule

A commitment contract needs five elements

Write commitment contracts with all five structural elements (behavior, schedule, completion criteria, duration, signature) and treat any commitment missing one or more elements as a preference rather than a binding commitment.

1 lessoncommitmentcontractsspecificity
Rule

Commitment thresholds must be binary — 'done' or 'not…

Specify commitment thresholds as clear boundaries that separate 'done' from 'not done' without requiring interpretation, eliminating the space for rationalized partial compliance.

1 lessoncommitmentspecificitybinary-criteria