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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

Definition

Cognitive agent system

a self-regulating, self-producing cognitive system composed of interconnected agents with explicit triggers, conditions, and actions, operating through feedback loops, schemas, and self-monitoring mechanisms that maintain and evolve the system over time

2 lessons
Definition

Environmental triggers

physical cues in your environment that activate behavior more reliably than mental intentions because they operate through perception rather than memory retrieval and do not compete for cognitive bandwidth

3 lessons
Definition

Implementation intentions

pre-committed if-then plans that bind specific environmental situations or temporal moments to desired behaviors, creating heightened perceptual readiness for the specified cue and shifting processing from top-down to bottom-up execution

1 lesson
Definition

Event-based trigger

a behavioral cue that fires when a specific, observable event occurs rather than when a particular time is reached, leveraging environmental signals to automatically retrieve stored intentions without requiring self-monitoring or external reminders

1 lesson
Definition

Emotional trigger

a specific, detectable emotional state that serves as the activation signal for a pre-designed agent, where the emotion itself (not an external event) initiates the response sequence

1 lesson
Definition

Interoception

the perceptual skill of detecting and interpreting internal bodily signals, which enables the recognition of emotional states as they arise and forms the foundation for using emotions as reliable triggers in behavioral design

1 lesson
Definition

Chained trigger

a sequence of behavioral links where the completion of one agent becomes the trigger for the next agent in the sequence, creating a self-sustaining behavioral cascade that converts multiple decisions into a single initial activation

1 lesson
Definition

Trigger

a contextual cue placed in an environment that intercepts a behavioral decision point at the moment a behavior needs to begin, requiring no retrieval effort and appearing without conscious seeking to initiate automatic behavior execution

1 lesson
Definition

Social trigger

a person or relationship that serves as an activation mechanism for behavior through social presence, physiological arousal, and reputational cost, operating through fundamentally different mechanisms than digital or environmental triggers

1 lesson
Definition

Trigger fatigue

the state where a trigger system produces so many signals that the brain stops distinguishing between them, leading to reflexive dismissal, desensitization, and ultimately systemic numbness to all triggers as a category

1 lesson
Definition

Trigger audit

a periodic, systematic review of every trigger in one's behavioral infrastructure to determine which are still firing, which are stale, which need recalibration, and which should be retired entirely

1 lesson
Definition

Progressive trigger refinement

the iterative process of starting with broad, general triggers and gradually narrowing them based on observed performance data to produce high-precision behavioral activation cues

1 lesson
Definition

Decision framework

a pre-computed resolution for a recurring decision type that eliminates unnecessary re-deliberation and reduces cognitive cost by automating routine decisions, allowing full cognitive capacity to be preserved for genuinely novel or high-stakes choices

1 lesson
Definition

Decision type

a recurring structural pattern in decision-making that can be recognized and categorized based on shared variables, constraints, and optimal processes, enabling the application of pre-designed frameworks rather than ad hoc reasoning

3 lessons
Definition

Weighted decision matrix

a structured decision-making framework that externalizes priorities by systematically weighting criteria and scoring options across those criteria to make visible the structure of judgment and enable examination of trade-offs rather than replacing intuitive evaluation

1 lesson
Definition

Satisficing

the decision-making strategy of searching until finding an option that meets a minimum acceptable threshold and then stopping, rather than exhaustively searching for the optimal solution

3 lessons
Definition

Pre-commitment

a decision framework that involves deciding in advance what you will do in a specific situation to remove in-the-moment temptation and structural constraint, where the future self's decision-making capacity is compromised by different neurochemistry, time horizons, and emotional pressures

1 lesson
Definition

Hindsight bias

the systematic distortion of memory where people overestimate how predictable an outcome was from the start once they know what happened, causing them to reconstruct their past beliefs and reasoning in light of new information

1 lesson
Definition

Decision delegation criteria

explicit structural filters that sort decisions into three categories: those you must make yourself, those you should delegate to others, and those that should be automated or defaulted

1 lesson
Definition

Consent-based decision making

a group decision framework where a proposal passes when no one can articulate a principled objection to it, rather than requiring unanimous agreement or majority vote

1 lesson
Definition

Regret minimization framework

a decision-making approach that resolves uncertainty by asking which choice would produce the least regret when evaluated from a future self's perspective, rather than optimizing for expected value or other analytical criteria

1 lesson
Definition

Kill criterion

a specific, pre-committed condition under which you will abandon a course of action — defined when you're calm, clear-eyed, and not yet invested, serving as the epistemic equivalent of a circuit breaker that trips automatically when conditions exceed safe thresholds, regardless of how you feel when it fires

1 lesson
Definition

Decision speed as a variable

the deliberate choice of how quickly to make a decision, determined by the reversibility, stakes, and cost of delay for that specific decision, rather than applying uniform deliberation time to all decisions

1 lesson
Definition

Leading indicator

a measurable input, behavior, or condition that predicts an outcome before that outcome materializes, enabling real-time intervention and action

1 lesson