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The Incentives Lab
HBT-COG-0087 · Dimension COG · Cognition

Bayes' Theorem

Update beliefs in proportion to the strength of new evidence.

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

Scientific Definition

Update beliefs in proportion to the strength of new evidence.

Plain-English Definition

Update beliefs in proportion to the strength of new evidence.

Feynman Explanation

Beliefs are bets. New evidence is the table tilting.

Core Principle

Update beliefs in proportion to the strength of new evidence.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Update beliefs in proportion to the strength of new evidence.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategic posture should evolve continuously, not in cliffs.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Beliefs are bets. New evidence is the table tilting.

Examples

Everyday
  • Revising a sales forecast as the quarter develops, not just at quarter-end.
Modern (Organizational)
  • Strategic posture should evolve continuously, not in cliffs.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Document prior + update on every major call. Compare to outcome.

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 should evolve continuously, not in cliffs.
Amplifying Incentives
Strategic posture should evolve continuously, not in cliffs.
Org Failure Modes
Strategic posture should evolve continuously, not in cliffs.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Document prior + update on every major call. Compare to outcome.
Diagnostic Questions
  • Document prior + update on every major call. Compare to outcome.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Document prior + update on every major call. Compare to outcome.
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-0087 · COG
Bayes' Theorem
BTBRBase Rate FallacyBRBayes' Rule (Updating)BUBayesian UpdatingBLBeginner's LuckBSBlack SwanCoCoincidenceDiDistributionsErErgodicityFEFermi EstimateHUHeisenberg Uncertain…

Knowledge Graph Neighbors

Version History

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