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The Incentives Lab
HBT-COG-0354 · Dimension COG · Cognition

Hasty Generalization

Sweeping conclusions from a small sample.

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

Scientific Definition

Sweeping conclusions from a small sample.

Plain-English Definition

Sweeping conclusions from a small sample.

Feynman Explanation

Five customers. One pattern. One billion-dollar decision.

Core Principle

Sweeping conclusions from a small sample.

Mechanisms

Psychological

Sweeping conclusions from a small sample.

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

Five customers. One pattern. One billion-dollar decision.

Examples

Everyday
  • Pilot of 5 succeeds — roll it out company-wide.
Modern (Organizational)
  • Premature scaling of unrepresentative results.
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
Premature scaling of unrepresentative results.
Amplifying Incentives
Premature scaling of unrepresentative results.
Org Failure Modes
Premature scaling of unrepresentative results.
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-0354 · COG
Hasty Generalization
HGAEAnecdotal EvidenceAFArgument from Person…CCCherry-Picked Citati…ChCherry-PickingSBSurvivorship Bias (a…TSTexas 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.