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The Incentives Lab
HBT-COG-0216 · Dimension COG · Cognition

Dark Side of Influence

Influence tactics weaponized — manipulation, coercion, exploitation of trust.

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

Scientific Definition

Influence tactics weaponized — manipulation, coercion, exploitation of trust.

Plain-English Definition

Influence tactics weaponized — manipulation, coercion, exploitation of trust.

Feynman Explanation

Every persuasion skill is also an attack surface. The same key opens and locks the door.

Core Principle

Influence tactics weaponized — manipulation, coercion, exploitation of trust.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Influence tactics weaponized — manipulation, coercion, exploitation of trust.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Compliance, ethics, and information security at the human layer.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Every persuasion skill is also an attack surface. The same key opens and locks the door.

Examples

Everyday
  • Brown's third lecture, mapping influence misuse from cults to corporate scandals.
Modern (Organizational)
  • Compliance, ethics, and information security at the human layer.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Codify red-line tactics. Train teams to recognize them when used on them.

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
Compliance, ethics, and information security at the human layer.
Amplifying Incentives
Compliance, ethics, and information security at the human layer.
Org Failure Modes
Compliance, ethics, and information security at the human layer.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Codify red-line tactics. Train teams to recognize them when used on them.
Diagnostic Questions
  • Codify red-line tactics. Train teams to recognize them when used on them.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Codify red-line tactics. Train teams to recognize them when used on them.
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-0216 · COG
Dark Side of Influence
DSAEAmbiguity EffectCECertainty EffectCVConvexity vs. Concav…DADread AversionMOMargin of SafetyMLMyopic Loss AversionPOPoint of No ReturnPEPossibility EffectPNProbability NeglectRCRisk Compensation

Knowledge Graph Neighbors

Version History

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