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The Incentives Lab
HBT-COG-0333 · Dimension COG · Cognition

Frequency Illusion

After noticing something, we start seeing it everywhere.

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

Scientific Definition

After noticing something, we start seeing it everywhere.

Plain-English Definition

After noticing something, we start seeing it everywhere.

Feynman Explanation

You buy a blue car and suddenly every car is blue.

Core Principle

After noticing something, we start seeing it everywhere.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

After noticing something, we start seeing it everywhere.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Recency and attention create the illusion of a trend.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

You buy a blue car and suddenly every car is blue.

Examples

Everyday
  • A competitor is mentioned once, then appears in every meeting.
Modern (Organizational)
  • Recency and attention create the illusion of a trend.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Track actual frequency, not just perceived frequency.

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
Recency and attention create the illusion of a trend.
Amplifying Incentives
Recency and attention create the illusion of a trend.
Org Failure Modes
Recency and attention create the illusion of a trend.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Track actual frequency, not just perceived frequency.
Diagnostic Questions
  • Track actual frequency, not just perceived frequency.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Track actual frequency, not just perceived frequency.
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-0333 · COG
Frequency Illusion
FIAbAbstractionsABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAlAlgorithmsAMAll Models Are WrongABAllegiance BiasAFAnecdotal Fallacy

Knowledge Graph Neighbors

Version History

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