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The Incentives Lab
HBT-COG-0176 · Dimension COG · Cognition

Congruence Bias

Testing hypotheses only by looking for confirming evidence.

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

Scientific Definition

Testing hypotheses only by looking for confirming evidence.

Plain-English Definition

Testing hypotheses only by looking for confirming evidence.

Feynman Explanation

If you only look for proof, you'll find it.

Core Principle

Testing hypotheses only by looking for confirming evidence.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Testing hypotheses only by looking for confirming evidence.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Most user research confirms the brief rather than testing it.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

If you only look for proof, you'll find it.

Examples

Everyday
  • Validating a product hypothesis by interviewing existing happy customers.
Modern (Organizational)
  • Most user research confirms the brief rather than testing it.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Design tests that could disprove the hypothesis.

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
Most user research confirms the brief rather than testing it.
Amplifying Incentives
Most user research confirms the brief rather than testing it.
Org Failure Modes
Most user research confirms the brief rather than testing it.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Design tests that could disprove the hypothesis.
Diagnostic Questions
  • Design tests that could disprove the hypothesis.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Design tests that could disprove the hypothesis.
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-0176 · COG
Congruence Bias
CBAbAbstractionsABAdaptive 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.