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The Incentives Lab
HBT-COG-0340 · Dimension COG · Cognition

Gall's Law

A complex system that works is invariably found to have evolved from a simple system.

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

Scientific Definition

A complex system that works is invariably found to have evolved from a simple system.

Plain-English Definition

A complex system that works is invariably found to have evolved from a simple system.

Feynman Explanation

You cannot build complexity from scratch and expect it to work.

Core Principle

A complex system that works is invariably found to have evolved from a simple system.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

A complex system that works is invariably found to have evolved from a simple system.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Big-bang launches of complex systems usually fail.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

You cannot build complexity from scratch and expect it to work.

Examples

Everyday
  • Successful platforms start simple and add complexity over time.
Modern (Organizational)
  • Big-bang launches of complex systems usually fail.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Start with a simple, working system and grow 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
Big-bang launches of complex systems usually fail.
Amplifying Incentives
Big-bang launches of complex systems usually fail.
Org Failure Modes
Big-bang launches of complex systems usually fail.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Start with a simple, working system and grow it.
Diagnostic Questions
  • Start with a simple, working system and grow it.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Start with a simple, working system and grow 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-0340 · COG
Gall's Law
GLAlAlloyingBoBottleneckBoBottlenecksBWBroken Windows TheoryBLBrook's LawBLBrooks's LawCaCatalystCTChaos TheoryCRChemical ReactionsCLConway's Law

Knowledge Graph Neighbors

Version History

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