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The Incentives Lab
HBT-COG-0172 · Dimension COG · Cognition

Confidence Trick

Exploiting trust to defraud — only works because the mark wants to believe.

Social·Mental Model·Grade B·draft· enriching…

Scientific Definition

Exploiting trust to defraud — only works because the mark wants to believe.

Plain-English Definition

Exploiting trust to defraud — only works because the mark wants to believe.

Feynman Explanation

Every con requires a willing audience.

Core Principle

Exploiting trust to defraud — only works because the mark wants to believe.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Exploiting trust to defraud — only works because the mark wants to believe.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Trust is a moat — and an attack surface.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Every con requires a willing audience.

Examples

Everyday
  • Investor frauds that scaled because skepticism was 'rude'.
Modern (Organizational)
  • Trust is a moat — and an attack surface.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Verify in proportion to consequence, not in proportion to discomfort.

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
Trust is a moat — and an attack surface.
Amplifying Incentives
Trust is a moat — and an attack surface.
Org Failure Modes
Trust is a moat — and an attack surface.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Verify in proportion to consequence, not in proportion to discomfort.
Diagnostic Questions
  • Verify in proportion to consequence, not in proportion to discomfort.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Verify in proportion to consequence, not in proportion to discomfort.
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-0172 · COG
Confidence Trick
CTAPAbilene ParadoxADActon's DictumABActor-Observer BiasALAffinity / Liking BiasAlAltruismAsAstroturfingAPAttitude PolarizationABAttribution BiasBEBarnum EffectBJBecause Justification

Knowledge Graph Neighbors

Version History

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