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The Incentives Lab
HBT-COG-0088 · Dimension COG · Cognition

Bayesian Updating

Start with a prior; update with new evidence.

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

Scientific Definition

Start with a prior; update with new evidence.

Plain-English Definition

Start with a prior; update with new evidence.

Feynman Explanation

Beliefs are bets you've placed. Update them when the table changes.

Core Principle

Start with a prior; update with new evidence.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Start with a prior; update with new evidence.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategic posture that evolves with evidence instead of defending priors.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Beliefs are bets you've placed. Update them when the table changes.

Examples

Everyday
  • Updating sales forecasts as the quarter develops.
Modern (Organizational)
  • Strategic posture that evolves with evidence instead of defending priors.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Force documented prior + update on every major call.

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
Strategic posture that evolves with evidence instead of defending priors.
Amplifying Incentives
Strategic posture that evolves with evidence instead of defending priors.
Org Failure Modes
Strategic posture that evolves with evidence instead of defending priors.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Force documented prior + update on every major call.
Diagnostic Questions
  • Force documented prior + update on every major call.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Force documented prior + update on every major call.
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-0088 · COG
Bayesian Updating
BUBRBase Rate FallacyBRBayes' Rule (Updating)BTBayes' TheoremBLBeginner's LuckBSBlack SwanCoCoincidenceDiDistributionsErErgodicityFEFermi EstimateHUHeisenberg Uncertain…

Knowledge Graph Neighbors

Version History

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