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The Incentives Lab
HBT-COG-0134 · Dimension COG · Cognition

Cherry-Picking

Selecting only the data that supports the conclusion.

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

Scientific Definition

Selecting only the data that supports the conclusion.

Plain-English Definition

Selecting only the data that supports the conclusion.

Feynman Explanation

Statistics, like prisoners, will confess under enough torture.

Core Principle

Selecting only the data that supports the conclusion.

Mechanisms

Psychological

Selecting only the data that supports the conclusion.

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

Statistics, like prisoners, will confess under enough torture.

Examples

Everyday
  • Quarterly reports that emphasize the one metric that improved.
Modern (Organizational)
  • Strategy memos that look rigorous and aren't.
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
Strategy memos that look rigorous and aren't.
Amplifying Incentives
Strategy memos that look rigorous and aren't.
Org Failure Modes
Strategy memos that look rigorous and aren't.
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-0134 · COG
Cherry-Picking
ChAEAnecdotal EvidenceAFArgument from Person…CCCherry-Picked Citati…HGHasty GeneralizationSBSurvivorship 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.