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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

Time audit

a week-long observational practice of tracking actual time allocation to reveal the gap between perceived and actual time use, serving as the empirical basis for time system design

1 lesson
Definition

Weekly planning session

a dedicated, recurring time block each week for reviewing the upcoming week and assigning priorities to time blocks, preventing reactive living by front-loading intentional allocation

1 lesson
Definition

Time-energy alignment

the practice of scheduling cognitively demanding tasks during high-energy periods and routine tasks during low-energy periods, matching work type to biological capacity

1 lesson
Definition

Information pipeline

the complete sequence of input, processing, storage, retrieval, and output stages through which information flows from raw source to actionable knowledge

1 lesson
Definition

Input curation

the deliberate practice of choosing information sources rather than accepting whatever arrives, treating attention as a scarce resource to be allocated intentionally

1 lesson
Definition

Information triage

the practice of sorting incoming information by priority before processing, ensuring high-value items receive attention first and low-value items are discarded or deferred

1 lesson
Definition

Reference filing system

a searchable storage system for information that might be needed later, organized for retrieval rather than chronological capture

1 lesson
Definition

Zettelkasten method

a knowledge management system based on atomic notes with explicit links between them, creating a growing network of processed knowledge that produces emergent connections through accumulation

1 lesson
Definition

Read-it-later system

a queue for long-form content that separates the decision to consume from the act of consuming, preventing incoming content from interrupting current focused work

1 lesson
Definition

Spaced repetition

a learning technique that reviews information at systematically increasing intervals, exploiting the spacing effect to dramatically improve long-term retention compared to massed practice

1 lesson
Definition

Information expiration

the practice of assigning time-limited validity to stored information so that outdated items are automatically flagged or removed, preventing system clutter from accumulated stale data

1 lesson
Definition

Progressive summarization

a multi-pass information distillation technique where each pass concentrates value by highlighting key points, then summarizing the highlights, producing increasingly dense representations of the source material

1 lesson
Definition

Information synthesis

the cognitive process of combining information from multiple sources to produce insights that no single source contains, creating emergent understanding through integration

1 lesson
Definition

Information bankruptcy

an emergency recovery protocol for information overload that involves declaring the current backlog unprocessable, discarding it entirely, and restarting with a curated set of fresh sources

1 lesson
Definition

Output quality standard

a pre-defined specification of what constitutes good enough for each output type, establishing the acceptance threshold that separates done from not-done without requiring perfection

1 lesson
Definition

Output checklist

a pre-delivery verification list for each output type that catches errors before outputs reach their audience, externalizing quality assurance from memory to structure

1 lesson
Definition

Creation-editing separation

the practice of separating the generation of content from the refinement of quality into distinct phases, because simultaneous creation and editing activates competing cognitive modes that slow both

1 lesson
Definition

Output batching

the practice of producing multiple outputs of the same type in a single focused session, leveraging context continuity and reduced setup costs to increase both throughput and consistency

1 lesson
Definition

Output pipeline

a systematic multi-stage process that moves deliverables through draft, review, polish, and deliver phases, ensuring each output passes through quality gates before reaching its audience

1 lesson
Definition

Output versioning

the practice of tracking sequential versions of important outputs with explicit labels and change records, enabling comparison between iterations and rollback to previous states when needed

1 lesson
Definition

Content repurposing

the practice of transforming a single piece of research or thinking into multiple output formats — document, presentation, post, conversation — multiplying value from a single investment of cognitive effort

1 lesson
Definition

Output system

a reliable production engine that transforms knowledge and thinking into tangible deliverables through structured processes, turning cognitive work into external value

1 lesson
Definition

Daily review

a brief end-of-day reflective practice that captures lessons while experiences are still fresh, converting the day's events into explicit learning before memory degradation occurs

1 lesson
Definition

Weekly review

a longer reflective session conducted once per week that identifies patterns across multiple days and adjusts plans based on accumulated evidence rather than single-event reactions

1 lesson