Skip to content
How to ThinkIn the Age of AI

Concepts

The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types

Principle

Cultivate the observer stance by explicitly naming…

Cultivate the observer stance by explicitly naming your current cognitive state during decision-making to enable real-time metacognitive regulation.

1 lesson
Principle

Before committing to any plan, assume it has already failed…

Before committing to any plan, assume it has already failed and generate specific causal mechanisms of failure to surface risks that optimism bias suppresses from standard risk assessment.

4 lessons
Principle

Build external inventory systems to compensate…

Build external inventory systems to compensate for context-dependent retrieval rather than trusting mental completeness.

1 lesson
Principle

Use base-rate forecasting from similar past cases rather…

Use base-rate forecasting from similar past cases rather than bottom-up task simulation to counteract systematic underestimation of duration and complexity.

1 lesson
Principle

Implement complete externalizations (mind sweeps)…

Implement complete externalizations (mind sweeps) periodically to surface commitments and concerns that current context has suppressed from active recall.

1 lesson
Principle

Structure externalized knowledge with sufficient metadata…

Structure externalized knowledge with sufficient metadata and linkage that AI can traverse your full corpus to surface connections you cannot retrieve in working memory.

2 lessons
Principle

Train metacognitive monitoring and control as separate…

Train metacognitive monitoring and control as separate, deliberate skills rather than waiting for spontaneous self-awareness to emerge.

1 lesson
Principle

Treat beliefs about skill malleability as directly trainable

Treat beliefs about skill malleability as directly trainable rather than fixed personality traits, because those beliefs determine whether skill-building effort will be invested.

1 lesson
Principle

Separate capture from organization into distinct cognitive…

Separate capture from organization into distinct cognitive operations that never overlap, because working memory cannot handle both classification and preservation simultaneously.

2 lessons
Principle

Layer organization progressively over time based on actual…

Layer organization progressively over time based on actual usage patterns rather than attempting complete up-front taxonomy design.

1 lesson
Principle

Deploy AI to handle information logistics and context…

Deploy AI to handle information logistics and context management while reserving human directed attention for evaluation, synthesis, and judgment to prevent attentional infrastructure atrophy.

4 lessons
Principle

Externalize cognitive material only to systems you trust…

Externalize cognitive material only to systems you trust and review regularly, because the brain maintains background processes for commitments to untrusted destinations.

1 lesson
Principle

Capture context-dependent insights immediately…

Capture context-dependent insights immediately at their point of origin, because environmental and cognitive state changes make reconstruction impossible rather than merely difficult.

2 lessons
Principle

Tag captured thoughts as 'signal' or 'narration' during…

Tag captured thoughts as 'signal' or 'narration' during review to train recognition of the distinction and improve real-time filtering over time.

2 lessons
Principle

Establish automatic capture behavior through…

Establish automatic capture behavior through environment-anchored tiny habits before designing organizational systems, because systems cannot function without reliable material flow.

1 lesson
Principle

Minimize time-to-capture below three seconds for spontaneous

Minimize time-to-capture below three seconds for spontaneous thoughts by using voice-based or always-accessible tools, because friction at capture determines what material enters your cognitive system.

1 lesson
Principle

Build the keystone behavior first and allow downstream…

Build the keystone behavior first and allow downstream practices to emerge organically from the existence of captured material rather than designing comprehensive workflows upfront.

1 lesson
Principle

Externalize mental models as spatial diagrams rather…

Externalize mental models as spatial diagrams rather than prose to force explicit specification of entities, relationships, and structural gaps that language can skip.

2 lessons
Principle

Use narrative structure (causal terms like 'because'…

Use narrative structure (causal terms like 'because' and insight terms like 'realize') when writing about difficult experiences to transform inchoate fragments into actionable understanding.

1 lesson
Principle

Write learning in your own words using the structure…

Write learning in your own words using the structure 'claim-evidence-connection-question' to force generation rather than transcription.

2 lessons
Principle

Explain thoughts to an interlocutor with zero shared context

Explain thoughts to an interlocutor with zero shared context to force decompression of subjects, reasoning chains, and assumptions that abbreviated inner speech omits.

1 lesson
Principle

Write looping thoughts verbatim rather than analyzing…

Write looping thoughts verbatim rather than analyzing them to shift processing from automatic limbic circuits to deliberate prefrontal circuits and break the repetition cycle.

1 lesson
Principle

Accept that observing your thoughts necessarily changes…

Accept that observing your thoughts necessarily changes them rather than attempting neutral observation, and use that transformation as the primary intervention mechanism.

1 lesson
Principle

Capture thoughts immediately using whatever tool is closest…

Capture thoughts immediately using whatever tool is closest rather than waiting for proper conditions, because signal degradation during delay exceeds any benefit from better formatting.

1 lesson