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The Incentives Lab
HBT-COG-0586 · Dimension COG · Cognition

Risk Compensation

People take more risks when they feel safer.

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

Scientific Definition

People take more risks when they feel safer.

Plain-English Definition

People take more risks when they feel safer.

Feynman Explanation

Seatbelts make some drivers speed.

Core Principle

People take more risks when they feel safer.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

People take more risks when they feel safer.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Safety measures can be undermined by behavioral responses.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Seatbelts make some drivers speed.

Examples

Everyday
  • Better cybersecurity leads employees to use weaker passwords.
Modern (Organizational)
  • Safety measures can be undermined by behavioral responses.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Monitor behavior after safety improvements, not just outcomes.

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
Safety measures can be undermined by behavioral responses.
Amplifying Incentives
Safety measures can be undermined by behavioral responses.
Org Failure Modes
Safety measures can be undermined by behavioral responses.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Monitor behavior after safety improvements, not just outcomes.
Diagnostic Questions
  • Monitor behavior after safety improvements, not just outcomes.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Monitor behavior after safety improvements, not just outcomes.
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-0586 · COG
Risk Compensation
RCAEAmbiguity EffectCECertainty EffectCVConvexity vs. Concav…DSDark Side of InfluenceDADread AversionMOMargin of SafetyMLMyopic Loss AversionPOPoint of No ReturnPEPossibility EffectPNProbability Neglect

Knowledge Graph Neighbors

Version History

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