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How to ThinkIn the Age of AI
Definitionv1DF-349

Decision type

a recurring structural pattern in decision-making that can be recognized and categorized based on shared variables, constraints, and optimal processes, enabling the application of pre-designed frameworks rather than ad hoc reasoning

Why This Is a Definition

This definition precisely establishes the semantic boundary of 'decision type' by identifying its genus (recurring structural pattern) and differentia (recognition, categorization, shared variables/constraints/optimal processes). It distinguishes decision types from surface variations and explains their functional purpose in enabling pre-designed frameworks. The definition is consistent with the lesson's emphasis on pattern recognition, classification, and expertise.

Connections

Defines (35)

AxiomWorking Memory Capacity LimitAxiomExtended Cognition ThesisAxiomDirected Attention as Depletable ResourceAxiomPerception as Predictive ConstructionAxiomHindsight Bias and Calibration NecessityAxiomHabits as Context-Response AssociationsAxiomTwo-Level Metacognitive ArchitectureAxiomExpertise Transforms Perceptual ChunkingAxiomComplementary Learning Systems ArchitectureAxiomDual Coding Theory: Verbal and Visual ChannelsAxiomConversational Memory Asymmetry From Production PlanningAxiomUltradian and Circadian Cognitive RhythmsAxiomAttention as Gate to Conscious PerceptionAxiomPatterns Exist in Hierarchical Logical LevelsAxiomPerceptual Plasticity Through TrainingAxiomSystematic Overconfidence TaxonomyAxiomEmotion as Systematic Cognitive ModulatorAxiomGlucose-Cognition Dependency ThresholdAxiomBias Blind Spot AsymmetryAxiomCulture Shapes Fundamental CognitionAxiomExpertise as Domain-Specific Schema OrganizationAxiomMental Models Are Singular by DefaultAxiomConscious Processing Is Metabolically ExpensiveAxiomCognition Operates Through Dual Processing SystemsAxiomCognitive and Affective Empathy Are DistinctAxiomHierarchical Chunking Expands CapacityAxiomConstrual Level Effects on PerceptionAxiomFlexible Context-Dependent CategorizationAxiomSimple decision rules using less information can outperform…AxiomWhen estimating future task duration, people naturally adoptAxiomReference class forecasting (using base rates from similar…AxiomExpert performance in complex domains requires deliberate…PrincipleWhen cognitive load is high, reduce the complexity…PrinciplePeriodically surface process schemas by extracting embedded…PrincipleCreate pre-committed decision rules for recurring…