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The Incentives Lab
HBT-BIO-0016 · Dimension BIO · Biology

Cognitive Bias (Neural Roots)

Most biases are efficient heuristics misapplied.

Cognition·Neural Mechanism·Grade B·draft· enriching…

Scientific Definition

Most biases are efficient heuristics misapplied.

Plain-English Definition

Most biases are efficient heuristics misapplied.

Feynman Explanation

The brain is energy-efficient first, accurate second.

Core Principle

Most biases are efficient heuristics misapplied.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Pending editorial review.

Neurological

Most biases are efficient heuristics misapplied.

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 brain is energy-efficient first, accurate second.

Examples

Everyday
  • Why fast judgments often work — and why they sometimes don't.
Modern (Organizational)
  • Bias awareness rooted in mechanism, not labels.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Process beats awareness. Build decision systems that don't depend on overriding biology.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
2 / 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
Bias awareness rooted in mechanism, not labels.
Amplifying Incentives
Bias awareness rooted in mechanism, not labels.
Org Failure Modes
Bias awareness rooted in mechanism, not labels.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Process beats awareness. Build decision systems that don't depend on overriding biology.
Diagnostic Questions
  • Process beats awareness. Build decision systems that don't depend on overriding biology.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Process beats awareness. Build decision systems that don't depend on overriding biology.
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-BIO-0016 · BIO
Cognitive Bias (Neural Roots)
CBACAnterior Cingulate C…BPBoredom (Productive)ChChronobiologyCLCognitive LoadCRCognitive ReflectionCOCurse of the FamiliarDMDefault Mode NetworkDDDiet & Decision Qual…EDEgo DepletionECEmbodied Cognition

Knowledge Graph Neighbors

Version History

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