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The Incentives Lab
HBT-SOC-0030 · Dimension SOC · Social

Social Proof

We look to others to decide what's correct.

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

Scientific Definition

We look to others to decide what's correct.

Plain-English Definition

We look to others to decide what's correct.

Feynman Explanation

If everyone is wrong, it stops feeling wrong.

Core Principle

We look to others to decide what's correct.

Mechanisms

Psychological

We look to others to decide what's correct.

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

If everyone is wrong, it stops feeling wrong.

Examples

Everyday
  • Pricing accepted because 'others charge that too.'
Modern (Organizational)
  • Strategy by mimicry, dressed up as benchmarking.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Form the thesis first. Use peer behavior as a data point, not as the conclusion.

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
AI vendor selection driven by logos on the website, not capability fit.
Amplifying Incentives
Strategy by mimicry, dressed up as benchmarking.
Org Failure Modes
Strategy by mimicry, dressed up as benchmarking.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Form the thesis first. Use peer behavior as a data point, not as the conclusion.
Diagnostic Questions
  • Form the thesis first. Use peer behavior as a data point, not as the conclusion.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Form the thesis first. Use peer behavior as a data point, not as the conclusion.
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
AI vendor selection driven by logos on the website, not capability fit.
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-SOC-0030 · SOC
Social Proof
SPABAuthority BiasBEBandwagon EffectBPBikeshedding (Parkin…BEBystander EffectCCCommitment & Consist…COCurse of KnowledgeFCFalse Consensus EffectFAFundamental Attribut…GEGolem EffectHEHalo Effect

Knowledge Graph Neighbors

Version History

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