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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

Collective cognition

the emergent cognitive processes of a team that arise from the interaction of individual minds and cannot be reduced to any single member's thinking, including shared attention, distributed memory, and collaborative reasoning

1 lesson
Definition

Cognitive diversity

the variation in mental models, heuristics, problem-solving approaches, and knowledge bases across team members, which strengthens collective thinking by ensuring multiple perspectives are applied to problems

1 lesson
Definition

Meeting as cognitive architecture

the design principle that meetings are the primary site of collective thinking and should be structurally designed — with clear purpose, participant selection, and process flow — rather than left to default conventions

1 lesson
Definition

Organizational schema

a shared mental model held collectively by members of an organization that determines what the organization perceives, how it interprets events, and what responses it considers, operating as invisible infrastructure

1 lesson
Definition

Organizational knowledge graph

the network of expertise, institutional memory, relational connections, and documented processes that constitutes an organization's collective cognitive infrastructure

1 lesson
Definition

Culture

what people in an organization actually do when no one is watching, as opposed to aspirational statements or official values, representing the operative behavioral norms that shape all organizational outcomes

1 lesson
Definition

Success pattern

the identifiable, replicable set of conditions, behaviors, and sequences that consistently lead to high-performance outcomes in specific contexts, which can be extracted, named, and deliberately reproduced

1 lesson
Definition

Self-directing organization

an organization with sufficient cognitive and governance infrastructure to govern itself without constant top-down control, where distributed decision-making is enabled by shared schemas, clear boundaries, and feedback systems

1 lesson
Definition

Individual sovereignty within organizational structure

the capacity of individual members to maintain independent judgment, authentic values, and cognitive self-governance while operating within and contributing to organizational collective coherence

1 lesson
Definition

Emergent pattern

a macro-level structure or relationship that arises from micro-level interactions within a collection of notes, where the pattern cannot be predicted or reduced to any individual entry and only becomes visible when notes are reviewed as a body of evidence over time

1 lesson
Definition

Provisional pattern recognition

the epistemic practice of detecting patterns with full engagement while maintaining open hands and subjecting them to systematic filters before acting on them, distinguishing between pattern candidates and confirmed patterns

1 lesson
Definition

Signal

information that directly informs a decision or action taken by an individual, as determined by their defined goals and criteria for relevance

5 lessons
Definition

Goal-directed filtering

the cognitive process by which defined goals determine what information is perceived as signal versus noise, with goal-relevant information receiving more neural processing and goal-irrelevant information being filtered out before conscious awareness

1 lesson
Definition

Urgency

the psychological and neurological phenomenon where stimuli that feel time-sensitive or demanding of immediate response override importance-based decision-making, creating a noise amplifier that hijacks attention from valuable but non-urgent work

1 lesson
Definition

Information diet

the deliberate practice of choosing specific information sources and consumption patterns to optimize cognitive capacity for depth and signal detection rather than breadth and noise accumulation

3 lessons
Definition

Depth of processing

the cognitive engagement mode where information is encoded at meaning level, connecting new material to existing knowledge structures, testing claims against prior experience, and restating arguments in one's own language, producing richer, more interconnected memory traces than surface-level processing

1 lesson
Definition

T-shaped knowledge

a cognitive architecture model where individuals develop deep expertise in one primary domain (vertical stroke) while maintaining broad awareness across related areas (horizontal stroke), enabling both specialized signal detection and cross-domain application

1 lesson
Definition

Emotional reactivity

the automatic, often rapid emotional response to information that occurs before conscious evaluation and is driven by pattern-matching in the amygdala rather than analytical processing

1 lesson
Definition

Affect heuristic

the cognitive shortcut where people substitute an emotional evaluation for a cognitive one when making complex judgments, using affective impressions as proxies for analytical assessments

1 lesson
Definition

Emotional noise

emotional reactions to information that reflect personal vulnerabilities, triggers, or identity investments rather than the informational content's actual importance or credibility

1 lesson
Definition

Hot-state judgment

an emotional evaluation of information that is unreliable as a filter for significance because it is contaminated by current emotional activation and cannot access a cooler, more calibrated version of oneself

1 lesson
Definition

First-party data

information collected directly from the source through direct observation, measurement, or interaction, retaining contextual detail and dimensional fidelity that no aggregation or transmission can replicate

1 lesson
Definition

Illusion of understanding

the epistemic state where individuals mistake familiarity and fluency for genuine comprehension, feeling informed while structurally ignorant of the content they have consumed

1 lesson
Definition

Curse of knowledge

the cognitive bias where once you know something, you cannot accurately reconstruct what it was like not to know it, causing better-informed people to systematically fail to predict the judgments of less-informed people

2 lessons