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How to ThinkIn the Age of AI

Definitions

1,059 definitions · page 2 of 23

Definition

Attention

the finite cognitive resource that supports sustained directed focus and deliberate reasoning, which depletes with use across all acts of executive function and cannot be restored through willpower alone, requiring specific recovery conditions including rest, nature exposure, or low-demand automatic processing

2 lessons
Definition

Attention allocation

the continuous series of decisions to maintain task-positive engagement against the gravitational pull of default mode, where every act of attending to one thing is simultaneously an act of ignoring everything else

1 lesson
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Attention management

the ability to choose where you direct your attention in any given moment, distinguished from time management which focuses on fitting more into schedule rather than ensuring cognitive presence

1 lesson
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Opportunity cost

the value of the best alternative you gave up by making a choice, specifically in attention terms measuring what you would have produced with that attention had you spent it on your most important work

1 lesson
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Context switching

the cognitive process of shifting attention from one task to another that incurs a measurable recovery tax of 10-25 minutes of degraded cognition due to task-set reconfiguration, transient carry-over, and reconfiguration time, with the cost being invisible because the brain continues to run previous task threads while attempting new tasks

3 lessons
Definition

Attention follows intention

the cognitive process where deliberate pre-decision about focus direction causes the perceptual system to reorganize around that decision, filtering and prioritizing information while suppressing distractions

1 lesson
Definition

Reactive attention

the default cognitive state where attention scatters to the most salient environmental stimulus because no explicit intention has been declared to bias attention toward specific information

1 lesson
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Environment

the physical and digital workspace that actively participates in cognitive processing by competing for neural resources, shaping attention through affordances, and functioning as a component of cognition rather than just a context

2 lessons
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Notification

a digital interrupt that claims attention through engineered design patterns, creating conditioned responses and producing measurable cognitive costs including task resumption delays and attention residue, with each notification representing a tax on cognitive resources

1 lesson
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Affordance

the possibilities for action that an environment offers to an organism, existing in the relationship between environment and organism rather than as properties of objects or people alone, and functioning as invitations that influence behavior before conscious decision-making

2 lessons
Definition

Boredom

the aversive experience of wanting, but being unable, to engage in satisfying activity

1 lesson
Definition

Time-boxing

the practice of setting a fixed temporal boundary for a task or activity to create a container that sharpens focus, prevents task expansion, and enables sustained attention within defined limits

1 lesson
Definition

Soft fascination

the type of environmental stimulation that gently holds involuntary attention without demanding cognitive engagement, allowing directed attention to rest and recover

1 lesson
Definition

Micro-break

a brief pause of 10 minutes or less taken during work to preserve attentional capacity and prevent directed attention fatigue

1 lesson
Definition

Attention scaffolding

the environmental rituals, spatial configurations, temporal commitments, and procedural routines that make deep work the default rather than the exception

1 lesson
Definition

Deep work

professional activities performed in a state of distraction-free concentration that push cognitive capabilities to their limit, creating new value and improving skill through sustained focus on a single problem space

2 lessons
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Grand gesture

a dramatic change to your environment or a significant investment of money, effort, or commitment that raises the psychological stakes of a deep work session so high that procrastination becomes irrational

1 lesson
Definition

Shutdown ritual

a brief end-of-day procedure that creates a clean cognitive boundary between work and rest and closes attention residue from unfinished tasks

1 lesson
Definition

Attention debt

a cognitive deficit that accumulates through chronic attention splitting and manifests as exhaustion, poor judgment, and degraded cognitive performance, which compounds over time and cannot be perceived from within the depleted state

1 lesson
Definition

Attention debt manifestation

the gradual erosion of cognitive capacities including judgment, comprehension, patience, and ability to hold complex problems in mind, which occurs silently and is perceived as normal life rather than as cognitive impairment

1 lesson
Definition

Meta-attention

the skill of monitoring one's own attention, specifically the capacity to detect when attention has wandered and return it, distinguishing between 'tuning out' (awareness of drift) and 'zoning out' (unawareness of drift)

1 lesson
Definition

Observation (non-evaluative): perceiving and recording

Observation: the neurologically distinct cognitive act of perceiving and recording what is actually happening without immediate evaluative judgment, requiring deliberate training to separate from automatic evaluation that occurs within 300 milliseconds

1 lesson
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Premature judgment

the cognitive failure mode where evaluative processing occurs before complete observational processing, causing the brain to replace incoming sensory data with expected data based on prior beliefs, resulting in perceptual distortion and systematic blindness to actual evidence

1 lesson
Definition

Pause

the interval between stimulus reception and reactive response that can be widened through intentional practice and structural design to enable deliberate decision-making rather than automatic emotional reaction

1 lesson
Definition

Perception

the active predictive construction of sensory experience shaped by expectations and constrained (not determined) by sensory input, operating through a hierarchical prediction machine that continuously generates top-down predictions about expected sensory input and propagates only prediction errors upward for model updating

2 lessons
Definition

Confirmation bias

the real-time perceptual filter that operates continuously across all domains and levels of expertise, unconsciously seeking and emphasizing evidence that confirms existing beliefs while systematically suppressing disconfirming evidence, with both unmotivated (cognitive shortcut) and motivated (emotional protection) forms that affect evidence seeking, interpretation, and recall

1 lesson
Definition

Beginner's mind

the deliberate practice of temporarily suspending expertise-derived schemas to see what is actually present rather than what patterns suggest is present

1 lesson
Definition

Somatic markers

the body's tagging system: the mechanism by which the body generates feelings that bias decision-making before conscious deliberation begins, processed in the ventromedial prefrontal cortex and the amygdala, serving as metadata tags that retrieve compressed summaries of past experiences and flag situations requiring attention

1 lesson
Definition

Embodied cognition

the cognitive framework that posits cognition is situated in and shaped by the physical environment and body interactions rather than existing purely in the brain

2 lessons
Definition

Negative capability

the art of remaining in uncertainty: the cognitive skill of tolerating 'the pain and confusion of not knowing' without irritable reaching after fact and reason, enabling accurate observation and processing of information before premature closure

1 lesson
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Emotional charge

the intensity of emotional response during observation that serves as a somatic marker signaling significance to one's values, identity, unresolved concerns, or deepest commitments, with disproportionate intensity indicating activation of unconscious material

1 lesson
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Somatic marker

a bodily sensation associated with emotional outcomes of similar past experiences that serves as a pre-conscious signal organizing attention toward what matters and away from what does not, functioning as a cognitive system's way of encoding accumulated experience into fast significance assessment

1 lesson
Definition

Emotional granularity

the ability to draw fine-grained distinctions between emotional states, measured by the precision and specificity of emotion labels used to describe internal experiences

2 lessons
Definition

Judgment

the cognitive process of evaluating observations, assessments, or conclusions that is necessary for navigating from understanding to action but must be sequenced after thorough observation to avoid contamination of the observational data by premature evaluation

1 lesson
Definition

Habitual judgment

an evaluative cognitive response that has become automatic through repeated pattern-matching and neural encoding, operating below the threshold of conscious awareness and appearing as perception rather than assessment, making it invisible to introspection and particularly dangerous because it shapes what is seen, pursued, and dismissed without announcement

1 lesson
Definition

Curiosity

the cognitive and emotional state that displaces judgment by activating a different neural mode, characterized by broadening attention, widening thought-action repertoire, and opening cognitive space for exploration rather than evaluation

1 lesson
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Non-judgmental observation

the skill of separating raw sensory or behavioral input from evaluative interpretation through deliberate practice in low-stakes contexts, enabling the ability to notice reactions and responses without immediate reactive judgment

1 lesson
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Pattern recognition

the cognitive process of identifying recurring structures across time, contexts, and scales, where the brain automatically detects statistical regularities and patterns in both immediate experience and external systems

3 lessons
Definition

Single source of truth

the principle that each type of information should have exactly one canonical location within a system, eliminating the synchronization failures and version conflicts that arise from duplication

1 lesson
Definition

Tool migration

the planned process of transitioning from one tool to another, requiring data export, mapping, import validation, and parallel running to avoid data loss and workflow disruption during the switch

1 lesson
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Tool switching cost

the cumulative price of frequently changing tools, measured in lost mastery depth, re-learning investment, data migration overhead, and workflow disruption that prevents reaching proficiency with any single tool

1 lesson
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Tool interoperability

the capacity of tools to exchange data with each other through standard formats, APIs, or export/import mechanisms, enabling workflow composition across the tool stack

1 lesson
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Tool minimalism

the principle that fewer well-chosen, deeply mastered tools outperform a large collection of poorly integrated ones, because integration quality and usage depth matter more than feature coverage

1 lesson
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Tool audit

a periodic review of the entire tool stack that evaluates each tool for redundancy, gaps, misalignment with current workflows, and whether it still earns its place in the system

1 lesson
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AI cognitive amplifier

an AI tool that extends human thinking capacity by handling tasks like search, synthesis, drafting, and pattern recognition at speeds and scales beyond unaided cognition, requiring skill to prompt and evaluate effectively

1 lesson
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Environmental signaling

the phenomenon where every object and spatial arrangement in a physical space sends behavioral cues that affect cognition, emotion, and action below conscious awareness

1 lesson
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Dedicated space

a physical location assigned exclusively to a single function or mode of work, preventing the role confusion and cognitive contamination that occurs when the same space serves competing purposes

1 lesson
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Digital minimalism

the practice of maintaining a clean digital environment with minimal open applications, tabs, and notifications, based on the principle that every digital element visible on screen claims attentional resources

2 lessons