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The Incentives Lab
HBT-COG-0282 · Dimension COG · Cognition

Exaggerated Expectation

Predicting more extreme outcomes than actually occur.

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

Scientific Definition

Predicting more extreme outcomes than actually occur.

Plain-English Definition

Predicting more extreme outcomes than actually occur.

Feynman Explanation

The best case is always shinier in the imagination.

Core Principle

Predicting more extreme outcomes than actually occur.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Predicting more extreme outcomes than actually occur.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Hype cycles are built on exaggerated expectations.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The best case is always shinier in the imagination.

Examples

Everyday
  • Forecasting a new product will be a blockbuster when most launches are modest.
Modern (Organizational)
  • Hype cycles are built on exaggerated expectations.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Compare forecasts to the base rate of similar launches.

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
Hype cycles are built on exaggerated expectations.
Amplifying Incentives
Hype cycles are built on exaggerated expectations.
Org Failure Modes
Hype cycles are built on exaggerated expectations.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Compare forecasts to the base rate of similar launches.
Diagnostic Questions
  • Compare forecasts to the base rate of similar launches.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Compare forecasts to the base rate of similar launches.
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-0282 · COG
Exaggerated Expectation
EERu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Version History

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