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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

Scale the focusing question across nested time horizons…

Scale the focusing question across nested time horizons to create coherence between daily actions and long-term direction.

1 lesson
Principle

Trace each task upward to the goal it serves to determine…

Trace each task upward to the goal it serves to determine inherited priority rather than evaluating the task in isolation.

1 lesson
Principle

Design reassessment triggers into your planning systems…

Design reassessment triggers into your planning systems rather than relying on conscious awareness to detect when assumptions have been invalidated.

1 lesson
Principle

Break decisions about changing priorities into discrete…

Break decisions about changing priorities into discrete components: name what changed, evaluate each existing priority with updated information, scan for new priorities, then re-rank - rather than attempting holistic re-evaluation.

1 lesson
Principle

Structure priority systems as LIFO stacks that present only…

Structure priority systems as LIFO stacks that present only the top item for action rather than flat lists that present all items simultaneously to visual attention.

1 lesson
Principle

Surface priority tradeoffs explicitly to stakeholders…

Surface priority tradeoffs explicitly to stakeholders as forced-choice questions rather than silently absorbing their requests into your existing commitments.

1 lesson
Principle

Frame boundary-setting conversations as protecting existing…

Frame boundary-setting conversations as protecting existing commitments rather than rejecting new requests to shift the reference point from social to structural.

1 lesson
Principle

Audit deferred important-but-non-urgent priorities…

Audit deferred important-but-non-urgent priorities by estimating both original cost and current cost to make compounding visible.

1 lesson
Principle

Triage deferred priorities by their interest rate (speed…

Triage deferred priorities by their interest rate (speed of cost increase) rather than their absolute importance or size of accumulated debt.

1 lesson
Principle

Distinguish strategic default (conscious choice to defer…

Distinguish strategic default (conscious choice to defer with awareness of cost) from unconscious accumulation (debt growing without tracking) by maintaining an explicit ledger.

1 lesson
Principle

Use external systems to capture cognitive snapshots…

Use external systems to capture cognitive snapshots of interrupted tasks—the reasoning chain, held hypotheses, and working memory state—rather than just task content, to enable full context restoration.

1 lesson
Principle

When priority conflicts repeat with the same stakeholder…

When priority conflicts repeat with the same stakeholder, negotiate standing protocols rather than re-deciding case-by-case to reduce decision overhead.

1 lesson
Principle

Longitudinal tracking of selection patterns reveals…

Longitudinal tracking of selection patterns reveals systematic gaps between stated and enacted priorities that single-point observations miss.

1 lesson
Principle

Written articulation of priorities forces clarity…

Written articulation of priorities forces clarity that internal representation alone does not require, making priorities communicable and more stable under load.

1 lesson
Principle

Measuring actual time allocation against stated priorities…

Measuring actual time allocation against stated priorities reveals revealed preferences that verbal self-reports systematically misrepresent.

3 lessons
Principle

Time blocks that can be displaced by external requests…

Time blocks that can be displaced by external requests are aspirations, not commitments; protection requires treating them with equal status to external meetings.

2 lessons
Principle

Regular comparison of priority rankings, commitment budgets…

Regular comparison of priority rankings, commitment budgets, and time allocations detects misalignments before they compound into performance degradation.

1 lesson
Principle

Perfectionism applied indiscriminately redirects effort…

Perfectionism applied indiscriminately redirects effort from high-priority work with ambiguous standards to low-priority work with concrete completion criteria.

1 lesson
Principle

Novelty triggers neurochemical reward that makes new…

Novelty triggers neurochemical reward that makes new initiatives feel more important than ongoing work regardless of actual priority rank.

1 lesson
Principle

When cognitive capacity is exceeded, concentrating resources

When cognitive capacity is exceeded, concentrating resources on vital-few priorities produces more total progress than distributing attention equally across all demands.

1 lesson
Principle

Use counterfactual comparison—'what would be different if I…

Use counterfactual comparison—'what would be different if I had spent my best hours on my top priority?'—to detect misalignment before subjective productivity signals mask structural misdirection.

1 lesson
Principle

Drain emotional residue from difficult interactions through…

Drain emotional residue from difficult interactions through brief written externalization before switching to analytical work to prevent affective spillover from contaminating subsequent judgment.

1 lesson
Principle

Design priorities such that advancement in one life domain…

Design priorities such that advancement in one life domain simultaneously advances priorities in other domains, creating reinforcement rather than competition for finite resources.

1 lesson
Principle

When stated values persistently diverge from revealed…

When stated values persistently diverge from revealed priorities despite structural support, update stated values to match behavioral reality rather than attempting indefinite willpower-based override.

1 lesson