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The Incentives Lab
HBT-COG-0307 · Dimension COG · Cognition

Fast and Frugal Heuristics

Gigerenzer's view: simple heuristics that exploit the structure of the environment can beat complex models.

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

Scientific Definition

Gigerenzer's view: simple heuristics that exploit the structure of the environment can beat complex models.

Plain-English Definition

Gigerenzer's view: simple heuristics that exploit the structure of the environment can beat complex models.

Feynman Explanation

Less information, better decision — under the right conditions.

Core Principle

Gigerenzer's view: simple heuristics that exploit the structure of the environment can beat complex models.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Gigerenzer's view: simple heuristics that exploit the structure of the environment can beat complex models.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Sometimes the right move is fewer inputs, not more.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Less information, better decision — under the right conditions.

Examples

Everyday
  • Take-the-best, recognition, and tallying heuristics often match or beat regression.
Modern (Organizational)
  • Sometimes the right move is fewer inputs, not more.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Match the heuristic to the environment — don't bolt complexity on for theater.

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
Sometimes the right move is fewer inputs, not more.
Amplifying Incentives
Sometimes the right move is fewer inputs, not more.
Org Failure Modes
Sometimes the right move is fewer inputs, not more.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Match the heuristic to the environment — don't bolt complexity on for theater.
Diagnostic Questions
  • Match the heuristic to the environment — don't bolt complexity on for theater.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Match the heuristic to the environment — don't bolt complexity on for theater.
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-0307 · COG
Fast and Frugal Heuristics
FAAbAbstractionsABAdaptive 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.