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The Incentives Lab
HBT-COG-0151 · Dimension COG · Cognition

Clustering Illusion

Seeing patterns in random data.

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

Scientific Definition

Seeing patterns in random data.

Plain-English Definition

Seeing patterns in random data.

Feynman Explanation

Three customers complained about the same thing. We declare a trend.

Core Principle

Seeing patterns in random data.

Mechanisms

Psychological

Seeing patterns in random data.

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

Three customers complained about the same thing. We declare a trend.

Examples

Everyday
  • Reorgs based on five anecdotes that fit the executive's existing hypothesis.
Modern (Organizational)
  • Strategic decisions made on noise dressed as signal.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Statistical significance thresholds before any 'pattern' becomes a decision.

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
Pattern-claiming from small AI output samples.
Amplifying Incentives
Strategic decisions made on noise dressed as signal.
Org Failure Modes
Strategic decisions made on noise dressed as signal.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Statistical significance thresholds before any 'pattern' becomes a decision.
Diagnostic Questions
  • Statistical significance thresholds before any 'pattern' becomes a decision.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Statistical significance thresholds before any 'pattern' becomes a decision.
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
Pattern-claiming from small AI output samples.
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-0151 · COG
Clustering Illusion
CIApApopheniaCECheerleader EffectEEEinstellung EffectFFFunctional FixednessMEMere Exposure EffectNBNegativity BiasABAction BiasAHAffect HeuristicAAAmbiguity AversionABAnchoring Bias

Knowledge Graph Neighbors

Version History

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