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The Incentives Lab
HBT-COG-0240 · Dimension COG · Cognition

Disconfirming Evidence

Actively seeking evidence that would disprove your hypothesis.

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

Scientific Definition

Actively seeking evidence that would disprove your hypothesis.

Plain-English Definition

Actively seeking evidence that would disprove your hypothesis.

Feynman Explanation

Darwin kept a notebook for facts that contradicted his theory.

Core Principle

Actively seeking evidence that would disprove your hypothesis.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Actively seeking evidence that would disprove your hypothesis.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Strategic conviction without disconfirmation discipline is faith.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Darwin kept a notebook for facts that contradicted his theory.

Examples

Everyday
  • Founders who pre-mortem against their own thesis quarterly.
Modern (Organizational)
  • Strategic conviction without disconfirmation discipline is faith.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Maintain a written list of what would change your mind. Update it.

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 conviction without disconfirmation discipline is faith.
Amplifying Incentives
Strategic conviction without disconfirmation discipline is faith.
Org Failure Modes
Strategic conviction without disconfirmation discipline is faith.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Maintain a written list of what would change your mind. Update it.
Diagnostic Questions
  • Maintain a written list of what would change your mind. Update it.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Maintain a written list of what would change your mind. Update it.
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-0240 · COG
Disconfirming Evidence
DEAbAbstractionsABAdaptive 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.