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The Incentives Lab
HBT-COG-0404 · Dimension COG · Cognition

Information Bias

Believing more information leads to better decisions, regardless of relevance.

Decision Bias·Cognitive Bias·Grade B·draft· enriching…

Scientific Definition

Believing more information leads to better decisions, regardless of relevance.

Plain-English Definition

Believing more information leads to better decisions, regardless of relevance.

Feynman Explanation

The longer the deck, the worse the decision.

Core Principle

Believing more information leads to better decisions, regardless of relevance.

Mechanisms

Psychological

Believing more information leads to better decisions, regardless of relevance.

Behavioral Economic

Pending editorial review.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The longer the deck, the worse the decision.

Examples

Everyday
  • Decision delayed pending another report no one will read.
Modern (Organizational)
  • Analysis paralysis dressed as rigor.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Define the minimum information needed to decide. Decide there.

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
Endless AI dashboard expansion that never produces actionable signal.
Amplifying Incentives
Analysis paralysis dressed as rigor.
Org Failure Modes
Analysis paralysis dressed as rigor.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Define the minimum information needed to decide. Decide there.
Diagnostic Questions
  • Define the minimum information needed to decide. Decide there.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Define the minimum information needed to decide. Decide there.
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
Endless AI dashboard expansion that never produces actionable signal.
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-0404 · COG
Information Bias
IBABAction BiasAHAffect HeuristicABAnchoring BiasDEDecoy EffectDEDefault EffectEEEndowment EffectFEFraming EffectHDHyperbolic DiscountingIEIKEA EffectLOLaw of Triviality + …

Knowledge Graph Neighbors

Version History

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