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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

Record decision context—forces, constraints, alternatives…

Record decision context—forces, constraints, alternatives, emotional state—in writing at the moment of choice, before hindsight bias can reconstruct a fiction that feels like memory.

1 lesson
Principle

When experiencing cultural friction or confusion, treat…

When experiencing cultural friction or confusion, treat it as data about the boundary of your own operating system rather than as evidence of others' incompetence.

2 lessons
Principle

Apply temporal context filters to distinguish between…

Apply temporal context filters to distinguish between domain-specific facts (short half-life, requires aggressive updating) and structural principles (long half-life, validated by temporal survival).

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Principle

Review consequential assessments in at least two distinct…

Review consequential assessments in at least two distinct emotional contexts before finalizing to reveal what each emotional state makes visible or invisible.

1 lesson
Principle

For high-stakes vocabulary in agreements or decisions…

For high-stakes vocabulary in agreements or decisions, request operational definitions from each stakeholder independently before proceeding to verify alignment.

1 lesson
Principle

Move from abstract agreement to concrete specification…

Move from abstract agreement to concrete specification by requesting examples and counter-examples when stakeholders use high-stakes abstract nouns.

1 lesson
Principle

When technical vocabulary crosses disciplinary boundaries…

When technical vocabulary crosses disciplinary boundaries, explicitly verify that terms carry the same operational meaning in each discipline before using them in cross-functional work.

1 lesson
Principle

Before sending text-based messages, re-read…

Before sending text-based messages, re-read as if you are a stranger with zero shared context to detect ambiguities that shared history would otherwise mask.

1 lesson
Principle

When receiving ambiguous messages, respond with clarifying…

When receiving ambiguous messages, respond with clarifying questions about missing context rather than constructing interpretations from your own context.

1 lesson
Principle

When frustrated by individual behavior in organizations…

When frustrated by individual behavior in organizations, identify at least three structural factors that reward or permit the behavior before attributing it to character.

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Principle

Design organizational processes by asking 'What…

Design organizational processes by asking 'What will a rational person optimize for under these incentives?' rather than 'What do I hope people will do?'

1 lesson
Principle

When evaluating performance, ask 'What did the system make…

When evaluating performance, ask 'What did the system make easy or hard?' before asking 'What did this person do well or poorly?'

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Principle

Break complex cognitive work into convergent blocks…

Break complex cognitive work into convergent blocks (analytical, detail-oriented, evaluative) and divergent blocks (creative, associative, generative), then configure distinct physical environments optimized for each mode rather than attempting all cognitive work in a single workspace.

1 lesson
Principle

Before group discussions on important topics, require…

Before group discussions on important topics, require participants to write down their positions privately, then compare post-discussion positions to identify when conclusions changed due to new evidence versus social absorption.

1 lesson
Principle

Introduce a single designated dissenter in group decisions…

Introduce a single designated dissenter in group decisions to reduce conformity pressure by approximately 80%, particularly when consensus is forming rapidly around a position.

1 lesson
Principle

Deliberately expose yourself to epistemic communities…

Deliberately expose yourself to epistemic communities outside your primary professional circle on a regular schedule to prevent your social environment from becoming the sole determinant of what you can believe.

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Principle

Document the reasoning and context behind decisions…

Document the reasoning and context behind decisions alongside the decisions themselves in persistent systems that survive personnel turnover, treating rationale as equally important as the decision record.

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Principle

Before proposing the removal of any inherited system…

Before proposing the removal of any inherited system, process, or structure, first document why it was originally created and what problem it solved—if you cannot reconstruct this context, you lack sufficient information to safely remove it.

1 lesson
Principle

Match your study method to your anticipated retrieval…

Match your study method to your anticipated retrieval method—if you will need to explain verbally, study by explaining; if you will need to apply to novel problems, study by application; if you will need to write, study by writing.

1 lesson
Principle

Before communicating any recommendation or conclusion…

Before communicating any recommendation or conclusion, explicitly establish common ground by stating what the audience already knows (Situation), what changed or created a need (Complication), and what question this raises (Question) before presenting your Answer.

1 lesson
Principle

When documentation describes system decisions, prioritize…

When documentation describes system decisions, prioritize explaining why a choice was made over describing what was chosen, because 'why' context remains useful after 'what' implementation details become obsolete.

1 lesson
Principle

Design physical and digital environments so that desired…

Design physical and digital environments so that desired behaviors require fewer steps than undesired behaviors, making the path of least resistance align with your goals.

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Principle

Set defaults for recurring choices to align…

Set defaults for recurring choices to align with your long-term goals rather than accepting system-provided defaults that optimize for others' objectives.

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Principle

When a newly designed context fails to change behavior…

When a newly designed context fails to change behavior within one week, modify the cue visibility, friction points, or reward structure rather than concluding the behavior is impossible.

1 lesson