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The Incentives Lab
HBT-COG-0651 · Dimension COG · Cognition

Survivorship Bias (as a fallacy)

Generalizing from winners while ignoring identical losers.

Statistical Fallacy·Logical Fallacy·Grade B·stub· enriching…

Scientific Definition

Generalizing from winners while ignoring identical losers.

Plain-English Definition

Generalizing from winners while ignoring identical losers.

Feynman Explanation

Founder advice is the most expensive selection bias in business.

Core Principle

Generalizing from winners while ignoring identical losers.

Mechanisms

Psychological

Generalizing from 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

Founder advice is the most expensive selection bias in business.

Examples

Everyday
  • Copying the habits of breakout startups; the same habits killed many others.
Modern (Organizational)
  • Best-practice frameworks built on survivor data alone.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

Pending editorial review.

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
Best-practice frameworks built on survivor data alone.
Amplifying Incentives
Best-practice frameworks built on survivor data alone.
Org Failure Modes
Best-practice frameworks built on survivor data alone.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Pending editorial review (HBT v1.0 auto-seed).
Diagnostic Questions

Pending editorial review.

Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Pending editorial review (HBT v1.0 auto-seed).
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-0651 · COG
Survivorship Bias (as a fallacy)
SBAEAnecdotal EvidenceAFArgument from Person…CCCherry-Picked Citati…ChCherry-PickingHGHasty GeneralizationTSTexas SharpshooterAHAd HominemATAffirming the Conseq…ATAppeal to AuthorityATAppeal to Common Sense

Knowledge Graph Neighbors

Version History

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