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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

Rule

Diagnose broken loops by mapping onto…

Map any broken feedback loop onto the four-part structure (Act, Observe, Evaluate, Adjust) to diagnose which specific component is missing, because each missing part produces a distinct failure signature.

1 lessonfeedback-loopsdebuggingsystems-thinking
Rule

Map actual information flow to distinguish artificial…

Distinguish artificial serialization (treating independent tasks as dependent) from premature parallelization (launching tasks before their dependencies resolve) by mapping actual information flow rather than assumed ordering.

1 lessonworkflow-optimizationdependenciesdiagnosis
Rule

Check if conflicting values are both terminal — many…

Before declaring a value conflict irresolvable, verify that both values are truly terminal rather than instrumental—many apparent conflicts between values dissolve when you discover one is actually a means to the other.

1 lessonvalues-conflictterminal-vs-instrumentaldiagnosis
Rule

Unexplained energy drain despite rest and manageable load?…

When autonomously motivated work drains energy despite adequate rest and manageable workload, audit values-behavior alignment before adjusting workload or seeking medical intervention.

1 lessonvalues-alignmentenergy-managementdiagnosis
Rule

Diagnose chronic priority inversion

When time spent on lower-ranked priorities chronically exceeds time spent on top-ranked priorities, diagnose whether the misalignment stems from broken priority inheritance, active trap capture, or deep values misalignment, as each requires different intervention strategies.

1 lessonpriority-inversionroot-causediagnosis
Rule

Log every context switch for one day

Log every context switch during a baseline measurement day by recording time, source task, and destination task without attempting reduction, because accurate switching-cost assessment requires measurement that precedes intervention to establish true baseline against habituated behavior.

1 lessoncontext-switchingbaseline-measurementattention-management