Skip to main content
The Incentives Lab
HBT-COG-0276 · Dimension COG · Cognition

Ergodicity

Average outcomes across the population differ from outcomes across time for one person.

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

Scientific Definition

Average outcomes across the population differ from outcomes across time for one person.

Plain-English Definition

Average outcomes across the population differ from outcomes across time for one person.

Feynman Explanation

Russian roulette has a great expected value. Once.

Core Principle

Average outcomes across the population differ from outcomes across time for one person.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Average outcomes across the population differ from outcomes across time for one person.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Don't confuse population statistics with personal survival.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Russian roulette has a great expected value. Once.

Examples

Everyday
  • Strategies with great averages that bankrupt individual players.
Modern (Organizational)
  • Don't confuse population statistics with personal survival.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Always ask: 'Can I survive each individual draw, not just the average?'

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
Don't confuse population statistics with personal survival.
Amplifying Incentives
Don't confuse population statistics with personal survival.
Org Failure Modes
Don't confuse population statistics with personal survival.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Always ask: 'Can I survive each individual draw, not just the average?'
Diagnostic Questions
  • Always ask: 'Can I survive each individual draw, not just the average?'
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Always ask: 'Can I survive each individual draw, not just the average?'
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-0276 · COG
Ergodicity
ErBRBase Rate FallacyBRBayes' Rule (Updating)BTBayes' TheoremBUBayesian UpdatingBLBeginner's LuckBSBlack SwanCoCoincidenceDiDistributionsFEFermi EstimateHUHeisenberg Uncertain…

Knowledge Graph Neighbors

Version History

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