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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

When identity and behavior diverge, consciously register…

When identity and behavior diverge, consciously register each identity-consistent behavior as a vote for the updated narrative rather than waiting for the self-perception system to passively accumulate evidence.

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Principle

Deliberately expose yourself to reference groups where…

Deliberately expose yourself to reference groups where the target behavior is normative to accelerate identity-behavior alignment.

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Principle

Identify and evaluate the implicit behavioral prototypes…

Identify and evaluate the implicit behavioral prototypes broadcast by each of your groups, then increase engagement with aligned groups and create distance from misaligned ones.

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Principle

Job crafting — actively reshaping your tasks, relationships…

Job crafting — actively reshaping your tasks, relationships, and cognitive framing — brings work into closer alignment with professional identity when you cannot change roles.

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Principle

Construct professional identity through legitimate…

Construct professional identity through legitimate peripheral participation in communities of practice rather than through credentials or aspirational labeling.

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Principle

Perform the target behavior before feeling the corresponding

Perform the target behavior before feeling the corresponding identity, because identity follows from accumulated behavioral evidence rather than preceding it.

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Principle

Insert a single contradicting behavioral data point…

Insert a single contradicting behavioral data point with conscious reinterpretation to create a competing loop that can gradually replace a vicious identity-behavior cycle.

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Principle

Pre-commit to blameless investigation protocols that frame…

Pre-commit to blameless investigation protocols that frame incidents as 'what happened?' rather than 'who failed?' to prevent defensive filtering during root cause analysis.

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Principle

Construct a sense of coherence (comprehensibility…

Construct a sense of coherence (comprehensibility, manageability, meaningfulness) as the identity infrastructure that metabolizes adversity into manageable challenges.

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Principle

When facing ambiguous decisions, consult your identity…

When facing ambiguous decisions, consult your identity rather than deliberating from first principles—ask 'What would a person with my declared identity do?' to convert complex decisions into consistency checks.

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Principle

Treat identity as a compass providing direction rather…

Treat identity as a compass providing direction rather than a rigid script dictating exact actions—the compass should narrow possible choices without collapsing them to a single prescribed behavior.

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Principle

Externalize identity grief through deliberate mourning…

Externalize identity grief through deliberate mourning rather than cognitive bypass—shedding an outdated identity requires experiencing the loss of self-concept, social belonging, and narrative continuity, not optimizing it away.

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Principle

Trace identity origins through archaeological…

Trace identity origins through archaeological excavation—identify when you first adopted each identity, what situational demand it met, and what it cost you then versus now to separate contextual adaptation from permanent truth.

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Principle

Test values for authenticity by applying the anonymity…

Test values for authenticity by applying the anonymity filter—imagine no one would ever know your choice, and observe which values remain versus which require an audience to feel genuine.

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Principle

Prune identity statements disconnected from authentic values

Prune identity statements disconnected from authentic values even when they produce consistent behavior—identities serving anxiety management rather than genuine values consume resources without serving the authentic self.

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Principle

Request AI analysis of the gap between espoused identity…

Request AI analysis of the gap between espoused identity and theory-in-use—external systems can detect patterns of declining behavioral evidence that self-serving bias causes you to normalize incrementally.

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Principle

Request AI reflection of the person behavioral evidence…

Request AI reflection of the person behavioral evidence describes rather than the person you aspire to be—external mirrors ground integrity assessment in data rather than narrative or hope.

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Principle

Design behavioral systems with explicit fallback modes…

Design behavioral systems with explicit fallback modes for predictable categories of disruption rather than assuming stable conditions will persist.

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Principle

Break interpretive narratives into observable facts…

Break interpretive narratives into observable facts and acknowledged inferences to separate what occurred from what you constructed around it.

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Principle

Audit behavioral systems for contextual dependencies before…

Audit behavioral systems for contextual dependencies before disruption occurs, as the number and type of dependencies predict fragility under specific disruption categories.

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Principle

Reduce activation energy of habits to near-zero for fallback

Reduce activation energy of habits to near-zero for fallback versions, as disruption depletes the cognitive resources required to overcome high initiation costs.

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Principle

Design modular routines where each component can execute…

Design modular routines where each component can execute independently, as monolithic chains create cascading failure when any single element is disrupted.

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Principle

Identify the essential function each routine serves…

Identify the essential function each routine serves and design minimum viable versions that preserve that function with minimal infrastructure, rather than compressing the same activities into less time.

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Principle

Pre-design and test minimum viable routines during periods…

Pre-design and test minimum viable routines during periods of abundant cognitive resources, as depleted capacity during disruption prevents effective real-time adaptation.

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