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How to ThinkIn the Age of AI

Definitions

1,059 definitions · page 1 of 23

Definition

Thoughts are objects, not identity

discrete cognitive entities that can be separated from the identity of the thinker; a person can observe, craft, version, and evaluate their own thoughts as external material

1 lesson
Definition

Uncaptured thoughts

novel cognitive signals that arrive as fleeting signals and systematically degrade in memory within seconds without a capture practice, with 42% degradation occurring within 20 minutes according to Ebbinghaus's forgetting curve

1 lesson
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Externalization

the act of transforming internal emotional states from vague, unmanageable experiences into precise, labeled, written objects that can be examined, tracked, and acted upon deliberately

3 lessons
Definition

WYSIATI

the cognitive bias where people treat available information as complete and determine confidence based on the coherence of the available story rather than the quantity or quality of supporting evidence, with the system that would detect gaps being the same system that has the gaps

1 lesson
Definition

Capture

the cognitive process of externalizing thoughts and ideas from working memory into an external medium for preservation and future processing

6 lessons
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Monitoring

the upward communication channel in metacognition where cognition about cognition is perceived, representing the signal that tells you 'I don't actually understand this' or 'I'm getting emotional about this decision'

1 lesson
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Control

the downward communication channel in metacognition where actions are taken in response to monitoring signals, such as 'I need to re-read this more carefully' or 'Let me step back and separate my feelings from the facts'

1 lesson
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Cognitive offloading

the use of physical action to alter the information processing requirements of a task so as to reduce cognitive demand

3 lessons
Definition

Shelf life of a thought

the rate at which a thought decays and becomes unrecoverable, which varies from minutes for contextual insights to weeks or permanent for reference facts

1 lesson
Definition

Zeigarnik residue

the persistent sense that you had something important (a task-specific tension) without the actual content of the insight, which continues consuming working memory without delivering usable information

1 lesson
Definition

Capture habit

the reflexive, automatic behavior that externalizes ideas the moment they arrive, consisting of a cue (trigger), routine (behavior), and reward (reinforcement) that forms a neural pathway requiring no willpower or decision-making

1 lesson
Definition

Keystone habit

a foundational behavior that, once established, cascades into other behavioral changes across seemingly unrelated areas by restructuring the conditions that make other outcomes possible, rather than just producing its own outcome

1 lesson
Definition

Internal monologue

the compressed, lossy cognitive process that represents thoughts through abbreviated, predicative, semantically condensed fragments rather than faithful recordings, systematically omitting subjects, context, nuance, counterarguments, emotional metadata, and uncertainty markers while running known distortion patterns that make it unreliable as a high-fidelity representation of actual thinking

1 lesson
Definition

Self-observation: metacognitive monitoring

Observation: the cognitive act of attending to and monitoring one's own thinking that necessarily alters the content and emotional charge of the thought being observed through the engagement of prefrontal regulatory circuits that modulate limbic activation, making the observer and observed part of the same system rather than separate entities

1 lesson
Definition

Confusion

the gap between what you think you understand and what you can write down clearly, which reveals the exact contours of your misunderstanding and serves as diagnostic information

1 lesson
Definition

The illusion of explanatory depth

the phenomenon where people rate their understanding of everyday devices highly but experience a significant drop in self-assessment when forced to articulate detailed explanations, revealing shallow knowledge that was masked by the feeling of understanding

1 lesson
Definition

Review

the cognitive operation that transforms captured material into usable knowledge through evaluation, connection, and decision-making processes

1 lesson
Definition

Capture system

the integrated infrastructure of multiple capture channels and a single consolidation point that prevents loss of cognitive raw material

1 lesson
Definition

Atomic note

a note that captures exactly one idea, is self-contained enough to be understood without its original context, makes one assertion, develops one concept, or captures one argument, and can be linked to, referenced from, and embedded in any context where its single idea is relevant

3 lessons
Definition

Unique identifier

a stable, distinct address assigned to an idea or information resource that enables precise referencing, linking, and retrieval without ambiguity, regardless of changes to the idea's title or content

1 lesson
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Decomposition

the cognitive process of breaking down complex ideas, systems, or concepts into smaller, more manageable components to reveal hidden complexity, dependencies, and gaps in understanding, thereby making the actual complexity visible and actionable

1 lesson
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Illusion of explanatory depth

the cognitive bias where people overestimate their understanding of familiar concepts or systems, believing they can explain them fully until they attempt to break them down into component parts, at which point the gaps in their knowledge become apparent

2 lessons
Definition

Atomicity (property): cognitive objects

Atomicity: the property of cognitive objects that makes them self-contained, independently understandable, and capable of being recombined with other atomic objects to generate novel insights or structures that monoliths cannot produce

1 lesson
Definition

Precise naming

the cognitive act of creating self-contained, declarative labels for ideas that convert fuzzy intuitions into findable, retrievable, composable objects and fundamentally change what can be thought about by establishing clear conceptual boundaries

1 lesson
Definition

Evergreen note

a self-contained, precisely named cognitive object that functions as a conceptual API, providing a complete, actionable claim that can be referenced, linked, and composed with other ideas without requiring the full content to be read

1 lesson
Definition

Question

a well-formed question that stays open and functions as a cognitive tool, organizing attention, generating ongoing cognitive tension, and directing future inquiry rather than simply closing a loop.

1 lesson
Definition

Definition

an operational definition that specifies the precise, observable conditions under which a term applies, functioning as a load-bearing structural element in reasoning that shapes every conclusion built on top of it.

1 lesson
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Duplication

the epistemic signal that identical or highly similar structural patterns have been recorded in multiple locations without linking to a shared abstraction, indicating that a pattern has been recognized but not yet named

1 lesson
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Abstraction

the cognitive process of extracting and naming a shared structural pattern from multiple concrete instances, creating a concept that can be referenced, refined, and composed with other concepts, enabling knowledge to compound in value

1 lesson
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Atomicity (practice): decomposing ideas

Atomicity: the practice of decomposing ideas into discrete, independent units that can be independently understood, linked, and reused, where the goal is incremental improvement rather than perfect adherence to a fixed rule

1 lesson
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Ubiquitous capture tools

capture tools that are available in every context where thinking occurs — desk, commute, shower, conversation, bed — such that no gap exists between where thoughts arise and where they can be externalized within seconds

1 lesson
Definition

Single thought inbox

a single, append-only destination where every captured thought enters and which is processed regularly to zero, functioning as a waystation rather than storage where all unprocessed thoughts accumulate until decision-making occurs

1 lesson
Definition

Open loop

an active mental representation of an incomplete task or commitment that continuously consumes working memory and creates cognitive tension until externalized into a trusted system

6 lessons
Definition

Processing

the cognitive operation of deciding what to do with each item — specifically answering 'What is this? Is it actionable? What is the very next physical action?' — before organizing that item into a knowledge management system

1 lesson
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Batch processing

the cognitive infrastructure defense strategy that accumulates interruptive items and processes them in dedicated time windows rather than handling each item as it arrives, thereby protecting cognitive depth and preventing attention residue

1 lesson
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Attention residue

the structural property of human cognition where cognitive threads from an unfinished task compete for attention bandwidth during subsequent tasks, creating a hard floor on task-switching costs that preparation cannot eliminate

1 lesson
Definition

Context-dependent memory

the structural constraint on human memory where retrieval cues are effective only if they were encoded alongside the original memory, with conditions of recall needing to overlap with conditions of learning for successful retrieval

3 lessons
Definition

Voice capture

the practice of using spoken language as a primary cognitive capture method, particularly in high-friction moments when text input is impossible or impractical, to preserve insights that would otherwise be lost due to the temporal and physical constraints of human cognition

1 lesson
Definition

Photograph as capture

the practice of using visual documentation as a primary cognitive capture method for spatial, visual, or environmental information that cannot be adequately represented through sequential text, leveraging the brain's dual coding pathways to preserve information with superior retention compared to verbal description alone

1 lesson
Definition

Capture trigger

a behavioral anchor that automatically initiates a capture action by linking a pre-existing habit to a specific capture behavior through a 'after I [existing habit], I will [capture behavior]' formula

1 lesson
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Automaticity

the state where a behavior becomes reliably performed without conscious effort or willpower, typically achieved through repeated pairing of a cue with a response over 18-254 days

1 lesson
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Hot capture

the cognitive process of rapidly recording fleeting thoughts, ideas, or observations without immediate organization or refinement, occurring in a temporary, frictionless storage system designed for speed of entry rather than quality of output

1 lesson
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Capture resistance

the psychological mechanism where individuals consciously or unconsciously avoid externalizing certain thoughts due to the emotional discomfort, cognitive dissonance, or experiential avoidance that concrete expression would trigger, serving as a diagnostic signal about what matters most to the individual

1 lesson
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Conversational memory

the cognitive process by which information exchanged during social interactions is encoded, stored, and retrieved, characterized by systematic forgetting patterns, gist-based recall, and source monitoring failures that make it particularly unreliable for decision-making

1 lesson
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Third brain

the externalized cognitive infrastructure that extends human mental capabilities through tools, systems, and artifacts that enable information processing, storage, retrieval, and integration beyond the biological limitations of individual cognition

1 lesson
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Emotion

a somatic marker that represents a brain's prediction about what bodily sensations mean in the current context, based on prior experience and learned categories, serving as essential data for decision-making rather than noise interfering with rational thought

1 lesson
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Surprise

the neurochemical signal generated by prediction error when reality differs from expectation, serving as the primary learning trigger in biological systems and indicating a gap between one's internal model and external reality

1 lesson
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Decision journal

a structured record of decisions that captures not just what was decided but why, including the reasoning, expected outcomes, and review dates, designed to preserve the actual decision-making process before hindsight bias can contaminate memory

4 lessons