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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

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
Definition

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
Definition

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
Definition

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
Definition

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
Definition

Pattern

a recurring behavioral, cognitive, or relational sequence that operates below conscious awareness and can be made manipulable through naming

5 lessons
Definition

Ergonomics

the science of designing work environments and tools to fit human physical capabilities, preventing both musculoskeletal injury and the cognitive decline that accompanies sustained physical discomfort

1 lesson
Definition

Environmental trigger

a designed spatial cue that automatically activates an associated behavior upon entering or encountering the space, leveraging context-dependent memory and classical conditioning to bypass deliberation

1 lesson
Definition

Reset ritual

a structured end-of-session practice that returns the workspace to its starting state, ensuring the next session begins with a clean environment rather than inheriting the previous session's clutter

1 lesson
Definition

Portable environment elements

the subset of environmental factors that most strongly influence cognitive performance and can be recreated in any location, enabling consistent work quality regardless of physical setting

1 lesson
Definition

Theory of constraints

a systematic methodology for improving systems by identifying the single constraint (bottleneck) that limits throughput and applying a five-step focusing process: identify, exploit, subordinate, elevate, and repeat

1 lesson
Definition

Exploit the bottleneck

the second step in the theory of constraints where the goal is to maximize the output of the existing bottleneck before investing in additional capacity, ensuring no capacity is wasted through idle time or suboptimal use

1 lesson
Definition

Subordination

the third step in the theory of constraints where all non-bottleneck parts of a system are adjusted to support the bottleneck's rhythm rather than running at their own independent maximum pace

1 lesson
Definition

Decision bottleneck

a constraint in a system caused by delayed decisions, where everything downstream of the pending decision waits, making decision latency a throughput-limiting factor

3 lessons
Definition

Bottleneck journal

a structured tracking practice that records bottlenecks encountered over time, enabling pattern analysis to distinguish chronic constraints from shifting ones and inform system redesign

1 lesson
Definition

Sustainable pace

a rate of work output that can be maintained indefinitely without degradation of quality, health, or wellbeing, which produces more total output over time than periodic high-intensity sprints followed by recovery

1 lesson
Definition

Cross-domain pattern

a structural tendency that appears in at least three life domains (work, relationships, health, thinking) and is not an artifact of any single context, but rather a feature of how one operates as a system.

1 lesson
Definition

Commitment-to-capacity ratio

the quantitative relationship between active commitments and actual available capacity, which must be maintained below 1.0 to prevent overcommitment and quality degradation

1 lesson
Definition

Capacity buffer

a reserve of uncommitted capacity deliberately held back from allocation to absorb unexpected demands, based on the principle that operating at 100% utilization leaves zero margin for variability

1 lesson
Definition

Load balancing

the practice of distributing work evenly across time periods (days, weeks) rather than clustering it, reducing peak stress and maintaining consistent output quality

1 lesson
Definition

Type-specific capacity

the recognition that cognitive capacity is not a single unified resource but varies by work type — creative, analytical, and social work each draw from partially independent pools with different depletion and recovery rates

1 lesson
Definition

Capacity dashboard

a simple visual display showing current commitments versus available capacity, designed to make overcommitment risk visible before it occurs rather than after quality has already degraded

1 lesson
Definition

Growth-maintenance capacity split

the recognition that available capacity must be allocated between maintaining existing commitments and developing new capabilities, where neglecting either produces either stagnation or collapse

1 lesson
Definition

Paradox of reduced commitments

the counterintuitive finding that doing fewer things often produces more total output because each commitment receives adequate resources, attention, and quality effort

1 lesson