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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

Combine trigger conditions from multiple independent…

Combine trigger conditions from multiple independent dimensions using Boolean AND operators to reduce false positives while preserving true activations.

1 lesson
Principle

Limit compound trigger conditions to two or three because…

Limit compound trigger conditions to two or three because adding conditions beyond that threshold reduces activation probability more than it improves precision.

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Principle

Stack trigger conditions across different dimensions…

Stack trigger conditions across different dimensions (temporal, spatial, internal) rather than within the same dimension to maximize independent information and selectivity.

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Principle

Position trigger cues at decision forks in actual movement…

Position trigger cues at decision forks in actual movement patterns rather than in logically appropriate but rarely encountered locations.

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Principle

Design environments to create friction asymmetry where…

Design environments to create friction asymmetry where desired behaviors become easier and competing behaviors become harder through strategic object placement.

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Principle

Curate notification environments by disabling all…

Curate notification environments by disabling all non-behavioral triggers to prevent attentional competition from degrading intentional trigger effectiveness.

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Principle

Rotate trigger cue formats, timing, and delivery channels…

Rotate trigger cue formats, timing, and delivery channels periodically to counter habituation and maintain attentional capture.

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Principle

Use social presence and accountability as commitment devices

Use social presence and accountability as commitment devices that attach reputational costs to behavioral non-execution rather than relying solely on internal motivation.

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Principle

Design social accountability around observable processes…

Design social accountability around observable processes rather than outcomes to trigger constructive activation instead of performance anxiety.

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Principle

Curate your regular social environment deliberately because…

Curate your regular social environment deliberately because observational learning automatically triggers behavioral imitation of visible, rewarded patterns performed by similar others.

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Principle

Build team rituals that create recurring social triggers…

Build team rituals that create recurring social triggers through group structure rather than requiring individual relationship maintenance.

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Principle

Design trigger systems to maintain signal-to-noise ratios…

Design trigger systems to maintain signal-to-noise ratios above 60-80%, removing any trigger that produces useful behavior less than 60% of the time it fires.

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Principle

Externalize trigger infrastructure into trusted systems…

Externalize trigger infrastructure into trusted systems rather than relying on internal mental tracking, treating unreviewed triggers as degrading assets that consume attention without producing value.

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Principle

Schedule periodic reviews of behavioral infrastructure…

Schedule periodic reviews of behavioral infrastructure at intervals proportional to environmental stability, conducting immediate audits after any major context change.

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Principle

Design triggers to work at your minimum cognitive state…

Design triggers to work at your minimum cognitive state rather than your maximum, placing signifiers in the environment rather than relying on internal state detection.

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Principle

Prioritize trigger coverage over trigger perfection…

Prioritize trigger coverage over trigger perfection, accepting that an adequate response that reliably fires is more valuable than an optimal response with no activation mechanism.

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Principle

Maintain rare-event triggers through deliberate practice…

Maintain rare-event triggers through deliberate practice since natural repetition is insufficient to keep low-frequency, high-consequence responses calibrated.

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Principle

Pre-computing resolutions for recurring decision types…

Pre-computing resolutions for recurring decision types through frameworks eliminates compound cognitive costs by converting expensive deliberative operations into cached pattern-matching retrievals.

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Principle

Domain-specific decision frameworks matched to recurring…

Domain-specific decision frameworks matched to recurring decision types outperform universal decision processes by encoding structure that general-purpose deliberation must re-derive each time.

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Principle

Applying a single decision process across structurally…

Applying a single decision process across structurally different decision types produces systematic misallocation of cognitive effort, either over-investing in reversible decisions or under-investing in irreversible ones.

2 lessons
Principle

Weighted decision matrices externalize priority structures…

Weighted decision matrices externalize priority structures for examination rather than automating decisions, converting opaque intuitive averaging into transparent, auditable trade-off analysis.

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Principle

Decision deliberation effort should scale…

Decision deliberation effort should scale with irreversibility rather than complexity, anxiety, or stakes, because reversibility determines both option value destruction and susceptibility to escalation traps.

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Principle

Irreversible commitments trigger psychological forces…

Irreversible commitments trigger psychological forces that prevent accurate post-decision assessment, requiring pre-commitment definition of failure criteria and external review to maintain epistemic hygiene.

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Principle

Reversible decisions with uncertain outcomes favor action…

Reversible decisions with uncertain outcomes favor action over analysis because experiential information gain from execution typically exceeds information gain from additional deliberation.

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