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The Incentives Lab
HBT-COG-0215 · Dimension COG · Cognition

Cynefin Framework

Sort situations into Clear, Complicated, Complex, Chaotic, or Confused — each needs a different response.

Strategy·Mental Model·Grade B·draft· enriching…

Scientific Definition

Sort situations into Clear, Complicated, Complex, Chaotic, or Confused — each needs a different response.

Plain-English Definition

Sort situations into Clear, Complicated, Complex, Chaotic, or Confused — each needs a different response.

Feynman Explanation

Best-practice answers in complex domains aren't best. They're hazardous.

Core Principle

Sort situations into Clear, Complicated, Complex, Chaotic, or Confused — each needs a different response.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Sort situations into Clear, Complicated, Complex, Chaotic, or Confused — each needs a different response.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Treating a complex problem as merely complicated is the most common strategic error.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Best-practice answers in complex domains aren't best. They're hazardous.

Examples

Everyday
  • Dave Snowden's sense-making framework, widely adopted in defense, healthcare, and software.
Modern (Organizational)
  • Treating a complex problem as merely complicated is the most common strategic error.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Diagnose the domain first. Sense-categorize-respond (clear), sense-analyze-respond (complicated), probe-sense-respond (complex), act-sense-respond (chaotic).

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Treating a complex problem as merely complicated is the most common strategic error.
Amplifying Incentives
Treating a complex problem as merely complicated is the most common strategic error.
Org Failure Modes
Treating a complex problem as merely complicated is the most common strategic error.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Diagnose the domain first. Sense-categorize-respond (clear), sense-analyze-respond (complicated), probe-sense-respond (complex), act-sense-respond (chaotic).
Diagnostic Questions
  • Diagnose the domain first. Sense-categorize-respond (clear), sense-analyze-respond (complicated), probe-sense-respond (complex), act-sense-respond (chaotic).
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Diagnose the domain first. Sense-categorize-respond (clear), sense-analyze-respond (complicated), probe-sense-respond (complex), act-sense-respond (chaotic).
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-COG-0215 · COG
Cynefin Framework
CFWL3-Way Life Optimizat…ACAdaptive ChallengeADAdvantageous Diverge…APAgent ProvocateurAOArt of WarAWAsymmetric WarfareBaBackcastingCoCounterinsurgencyCoCounterpropagandaDeDemoralization

Knowledge Graph Neighbors

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.