Skip to content
How to ThinkIn the Age of AI

Concepts

The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types

Principle

Implement structural changes before behavioral training…

Implement structural changes before behavioral training to ensure the environment supports rather than contradicts the behavior being taught.

1 lesson
Principle

Test pattern validity by making falsifiable predictions…

Test pattern validity by making falsifiable predictions about future instances before they occur, because patterns that survive prediction testing on unseen data are structurally different from patterns that only fit historical data.

1 lesson
Principle

Assign decision authority to the lowest level…

Assign decision authority to the lowest level with sufficient information and capability (subsidiarity), escalating only when decisions exceed that level's scope, because distributed decision-making produces speed, quality, and capability development benefits that outweigh occasional reversible mistakes.

2 lessons
Principle

Define explicit escalation criteria specifying…

Define explicit escalation criteria specifying when decisions should move to higher levels rather than relying on default escalation, because ambiguous authority produces rational escalation behavior that creates organizational bottlenecks.

1 lesson
Principle

Optimize organizational processes by minimizing queue time…

Optimize organizational processes by minimizing queue time, handoffs, rework, and non-value-adding steps rather than increasing worker effort.

1 lesson
Principle

Design processes from the customer's desired outcome…

Design processes from the customer's desired outcome backward rather than from internal functional responsibilities forward.

1 lesson
Principle

Build error detection and quality verification into each…

Build error detection and quality verification into each process step rather than inspecting for defects at process completion.

1 lesson
Principle

Make process execution the default path and workarounds…

Make process execution the default path and workarounds the exception requiring active override.

1 lesson
Principle

Deploy technology to enable fundamentally different…

Deploy technology to enable fundamentally different processes rather than to automate existing dysfunctional processes.

1 lesson
Principle

Design technical systems and social systems jointly rather…

Design technical systems and social systems jointly rather than sequentially to avoid suboptimal adaptation.

1 lesson
Principle

Specify minimum necessary constraints when implementing…

Specify minimum necessary constraints when implementing technology and leave remaining design to users.

1 lesson
Principle

Align formal metrics, informal recognition, and promotion…

Align formal metrics, informal recognition, and promotion criteria with changed behaviors to prevent incentive-driven reversion.

1 lesson
Principle

Start new compounding habits at absurdly small scales…

Start new compounding habits at absurdly small scales that require minimal motivation, because consistency over time produces exponentially greater returns than intensity without consistency.

1 lesson
Principle

Remove structural, political, resource, and attention…

Remove structural, political, resource, and attention obstacles that only organizational authority can address.

1 lesson
Principle

Build organizational capability for systemic change…

Build organizational capability for systemic change as a permanent competency rather than treating each transformation as a one-time project.

1 lesson
Principle

Create sufficient internal system variety to match…

Create sufficient internal system variety to match environmental complexity and enable adaptive responses.

1 lesson
Principle

Distribute decision authority to the organizational level…

Distribute decision authority to the organizational level where the relevant information naturally resides, not where formal authority currently sits.

2 lessons
Principle

Transition decision authority gradually through progressive…

Transition decision authority gradually through progressive phases of transparency, consultation, bounded authority, and full distribution, with each phase building the infrastructure needed for the next.

1 lesson
Principle

Classify organizational decisions along two…

Classify organizational decisions along two dimensions—information locality and cross-boundary impact—to determine whether they should be fully distributed, distributed with coordination, centralized, or automated.

1 lesson
Principle

Build self-direction infrastructure through five components

shared purpose translated to decision criteria, transparent decision-relevant information, explicit decision rights with clear boundaries, systematic feedback mechanisms, and conflict resolution protocols.

2 lessons
Principle

Test whether organizational purpose is operational rather…

Test whether organizational purpose is operational rather than aspirational by tracking whether it gets explicitly referenced in actual decisions over a defined period.

1 lesson
Principle

Grant teams full authority over organizing their own work…

Grant teams full authority over organizing their own work processes when work is interdependent, team members possess both domain and collaborative skills, and psychological safety enables productive disagreement.

1 lesson
Principle

Establish explicit boundaries for self-organizing teams…

Establish explicit boundaries for self-organizing teams across four dimensions—strategic objectives, resource constraints, coordination requirements, and quality standards—while granting full autonomy within those boundaries.

1 lesson
Principle

Track both appreciating patterns (that compound positively)…

Track both appreciating patterns (that compound positively) and depreciating patterns (that compound negatively) in your daily behavior portfolio, making one deliberate trade per month rather than attempting wholesale life overhaul.

1 lesson