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The Incentives Lab
HBT-COG-0071 · Dimension COG · Cognition

Attitude Polarization

Disagreement grows more extreme as the parties think more about the issue.

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

Scientific Definition

Disagreement grows more extreme as the parties think more about the issue.

Plain-English Definition

Disagreement grows more extreme as the parties think more about the issue.

Feynman Explanation

More thinking, more entrenched.

Core Principle

Disagreement grows more extreme as the parties think more about the issue.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Disagreement grows more extreme as the parties think more about the issue.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Long deliberations can harden positions instead of resolving them.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

More thinking, more entrenched.

Examples

Everyday
  • Two factions in a strategy debate move further apart after each meeting.
Modern (Organizational)
  • Long deliberations can harden positions instead of resolving them.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Force structured perspective-swapping — argue the other side.

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
Long deliberations can harden positions instead of resolving them.
Amplifying Incentives
Long deliberations can harden positions instead of resolving them.
Org Failure Modes
Long deliberations can harden positions instead of resolving them.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Force structured perspective-swapping — argue the other side.
Diagnostic Questions
  • Force structured perspective-swapping — argue the other side.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Force structured perspective-swapping — argue the other side.
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-0071 · COG
Attitude Polarization
APAPAbilene ParadoxADActon's DictumABActor-Observer BiasALAffinity / Liking BiasAlAltruismAsAstroturfingABAttribution BiasBEBarnum EffectBJBecause JustificationBCBehavioral Contagion

Knowledge Graph Neighbors

Version History

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