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The Incentives Lab
HBT-SYS-0022 · Dimension SYS · Systems

Single Loop vs. Double Loop Learning

Single-loop fixes errors; double-loop questions the assumptions producing them.

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

Scientific Definition

Single-loop fixes errors; double-loop questions the assumptions producing them.

Plain-English Definition

Single-loop fixes errors; double-loop questions the assumptions producing them.

Feynman Explanation

Most orgs are stuck in single loop and call it improvement.

Core Principle

Single-loop fixes errors; double-loop questions the assumptions producing them.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Single-loop fixes errors; double-loop questions the assumptions producing them.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Whether your learning system can change itself.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Most orgs are stuck in single loop and call it improvement.

Examples

Everyday
  • Continuous improvement programs that never ask the deeper question.
Modern (Organizational)
  • Whether your learning system can change itself.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Periodic double-loop reviews on every major program.

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
Whether your learning system can change itself.
Amplifying Incentives
Whether your learning system can change itself.
Org Failure Modes
Whether your learning system can change itself.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Periodic double-loop reviews on every major program.
Diagnostic Questions
  • Periodic double-loop reviews on every major program.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Periodic double-loop reviews on every major program.
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-SYS-0022 · SYS
Single Loop vs. Double Loop Learning
SLDLDouble-Loop LearningLLLearn-Do-Teach LoopSVSingle-Loop vs Doubl…CLConstructivism (Lear…DPDeliberate PracticeFLFelder-Silverman Lea…HMHoney & Mumford Lear…KEKolb's Experiential …LHLearned HelplessnessLCLearning Curve

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Version History

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