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The Incentives Lab
HBT-COG-0051 · Dimension COG · Cognition

Appeal to Probability

Assuming something is true because it is probable or possible.

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

Scientific Definition

Assuming something is true because it is probable or possible.

Plain-English Definition

Assuming something is true because it is probable or possible.

Feynman Explanation

Probably true is not the same as true.

Core Principle

Assuming something is true because it is probable or possible.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Assuming something is true because it is probable or possible.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategic plans confuse possibility with probability.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Probably true is not the same as true.

Examples

Everyday
  • 'This market will probably grow, so we should enter it.'
Modern (Organizational)
  • Strategic plans confuse possibility with probability.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Distinguish possible, probable, and proven before betting.

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 plans confuse possibility with probability.
Amplifying Incentives
Strategic plans confuse possibility with probability.
Org Failure Modes
Strategic plans confuse possibility with probability.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Distinguish possible, probable, and proven before betting.
Diagnostic Questions
  • Distinguish possible, probable, and proven before betting.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Distinguish possible, probable, and proven before betting.
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-0051 · COG
Appeal to Probability
ATAbAbstractionsABAdaptive 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.