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The Incentives Lab
HBT-IDN-0025 · Dimension IDN · Identity

Survivorship Bias

Studying winners while ignoring identical losers.

Belief Bias·Cognitive Bias·Grade B·draft· enriching…

Scientific Definition

Studying winners while ignoring identical losers.

Plain-English Definition

Studying winners while ignoring identical losers.

Feynman Explanation

Best practices are graveyard archaeology with the graves edited out.

Core Principle

Studying winners while ignoring identical losers.

Mechanisms

Psychological

Studying winners while ignoring identical losers.

Behavioral Economic

Pending editorial review.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Best practices are graveyard archaeology with the graves edited out.

Examples

Everyday
  • Founder advice from the one who made it — ignoring the ten thousand who did the same and didn't.
Modern (Organizational)
  • Strategy frameworks built entirely on selection bias.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Always ask: where's the data on the ones who tried this and failed?

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
Case studies of successful AI deployments without the failure denominator.
Amplifying Incentives
Strategy frameworks built entirely on selection bias.
Org Failure Modes
Strategy frameworks built entirely on selection bias.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Always ask: where's the data on the ones who tried this and failed?
Diagnostic Questions
  • Always ask: where's the data on the ones who tried this and failed?
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Always ask: where's the data on the ones who tried this and failed?
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
Case studies of successful AI deployments without the failure denominator.
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-IDN-0025 · IDN
Survivorship Bias
SBACAvailability CascadeBEBackfire EffectBPBelief PerseveranceCBConfirmation BiasCBConservatism BiasJHJust-World HypothesisPBPro-Innovation BiasSRSemmelweis ReflexSJSystem JustificationBBBias Blind Spot

Knowledge Graph Neighbors

Version History

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