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The Incentives Lab
HBT-COG-0488 · Dimension COG · Cognition

Murphy's Law

Anything that can go wrong will go wrong.

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

Scientific Definition

Anything that can go wrong will go wrong.

Plain-English Definition

Anything that can go wrong will go wrong.

Feynman Explanation

Hope is not a strategy. Neither is Murphy's Law, but it is more accurate.

Core Principle

Anything that can go wrong will go wrong.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Anything that can go wrong will go wrong.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Contingency planning is not pessimism; it is realism.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Hope is not a strategy. Neither is Murphy's Law, but it is more accurate.

Examples

Everyday
  • The demo fails in front of the most important prospect.
Modern (Organizational)
  • Contingency planning is not pessimism; it is realism.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Plan for failure modes and rehearse responses.

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
Contingency planning is not pessimism; it is realism.
Amplifying Incentives
Contingency planning is not pessimism; it is realism.
Org Failure Modes
Contingency planning is not pessimism; it is realism.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Plan for failure modes and rehearse responses.
Diagnostic Questions
  • Plan for failure modes and rehearse responses.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Plan for failure modes and rehearse responses.
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-0488 · COG
Murphy's Law
MLBRBase Rate FallacyBRBayes' Rule (Updating)BTBayes' TheoremBUBayesian UpdatingBLBeginner's LuckBSBlack SwanCoCoincidenceDiDistributionsErErgodicityFEFermi Estimate

Knowledge Graph Neighbors

Version History

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