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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

Principle

Design meetings with pre-work that moves cognitive effort…

Design meetings with pre-work that moves cognitive effort out of synchronous time, allowing the meeting to focus on work that requires real-time interaction rather than individual processing.

1 lesson
Principle

Limit meeting attendance to only those who need…

Limit meeting attendance to only those who need to participate, because each additional person increases coordination costs and reduces individual accountability.

1 lesson
Principle

Design asynchronous collaboration with bounded comment…

Design asynchronous collaboration with bounded comment periods, clear reviewers, and explicit decision mechanisms to prevent open-ended discussion that never concludes.

1 lesson
Principle

Separate high-signal channels requiring attention…

Separate high-signal channels requiring attention from reference channels consulted when needed and low-signal optional channels, because collapsing these into a single stream destroys the signal-to-noise ratio.

1 lesson
Principle

Design information routing with redundant paths for critical

Design information routing with redundant paths for critical information, because single-path routing creates vulnerability to individual absence or channel failure.

1 lesson
Principle

Push urgent information to recipients through notifications…

Push urgent information to recipients through notifications while making reference information available for pull when needed, to prevent notification floods that teach people to ignore all notifications.

1 lesson
Principle

Allocate team attention explicitly across categories…

Allocate team attention explicitly across categories (committed priorities, responsive buffer, exploration) and make this budget visible to stakeholders to prevent reactive work from consuming all capacity.

1 lesson
Principle

Identify your default role in recurring relational patterns…

Identify your default role in recurring relational patterns, then run controlled experiments changing one variable to test whether the pattern is as rigid as it feels.

1 lesson
Principle

Establish interrupt protocols that route different priority…

Establish interrupt protocols that route different priority levels through different channels, preventing low-priority interruptions from receiving high-priority attention and distributing the cognitive cost of responsiveness.

1 lesson
Principle

Conduct attention retrospectives to review how the team…

Conduct attention retrospectives to review how the team actually spent attention versus intentions, creating a feedback loop for calibrating and improving attention management over time.

1 lesson
Principle

Attach new epistemic practices to existing team rituals…

Attach new epistemic practices to existing team rituals rather than creating separate meetings to ensure adoption through reduced friction.

1 lesson
Principle

Develop individual epistemic skills as the foundation…

Develop individual epistemic skills as the foundation for team cognitive architecture, since team practices cannot compensate for low individual competence.

2 lessons
Principle

Individual metacognitive transparency—articulating…

Individual metacognitive transparency—articulating reasoning, evidence, and uncertainties—enables teams to evaluate and build on thinking rather than just conclusions.

1 lesson
Principle

Organizational schemas should be made explicit through…

Organizational schemas should be made explicit through independent elicitation across roles and levels, with convergences, divergences, and absences each providing distinct diagnostic information about alignment, conflict, and blind spots.

1 lesson
Principle

Periodically surface process schemas by extracting embedded…

Periodically surface process schemas by extracting embedded assumptions (about risk, capability, sequencing, quality) and evaluating them against current reality, because processes designed for past contexts become organizational fossils when their assumptions are no longer valid.

2 lessons
Principle

Conduct structured newcomer debriefs at 30/60/90 days…

Conduct structured newcomer debriefs at 30/60/90 days to capture schema observations before habituation renders them invisible, because newcomers occupy a unique vantage point where organizational assumptions are still visible as choices rather than facts.

1 lesson
Principle

Frame strategy as a single causal model ('We win by doing X…

Frame strategy as a single causal model ('We win by doing X because Y') rather than as a list of objectives, because a causal model enables distributed coherent decision-making while a list only enables plan-following when the plan applies.

1 lesson
Principle

Design strategy statements to make tradeoffs explicit…

Design strategy statements to make tradeoffs explicit through 'prioritize X over Y' framing, because strategy's power comes from what it excludes and ambiguous priorities provide no guidance when values conflict.

1 lesson
Principle

Track relational dynamics across multiple relationships…

Track relational dynamics across multiple relationships to distinguish your portable templates from situational responses specific to particular people.

1 lesson
Principle

Test strategy schema clarity through decision simulations…

Test strategy schema clarity through decision simulations across functions: if the schema produces consistent answers to hypothetical tradeoffs without central coordination, the schema is effectively shared; inconsistent answers reveal schema gaps requiring clarification.

1 lesson
Principle

When modifying processes, surface embedded schemas first…

When modifying processes, surface embedded schemas first to distinguish between processes encoding hard-won lessons (whose removal reintroduces risk) and processes encoding obsolete assumptions (whose removal reduces waste), rather than treating all processes as either sacred or disposable.

1 lesson
Principle

Create shared schemas or tradeoff frameworks…

Create shared schemas or tradeoff frameworks at cross-functional interaction points rather than forcing one function's schema to dominate.

3 lessons
Principle

Document critical organizational schemas explicitly…

Document critical organizational schemas explicitly with concrete examples to provide calibration references for informal learning.

1 lesson
Principle

Systematically collect information from outside existing…

Systematically collect information from outside existing schema filters—customers who left, growing competitors, adjacent industries—to detect schema obsolescence.

1 lesson