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The Incentives Lab
HBT-COG-0310 · Dimension COG · Cognition

Feedback Loop

Output of a process re-enters as input.

Systems·Concept·Grade C·draft· enriching…

Scientific Definition

Output of a process re-enters as input.

Plain-English Definition

Output of a process re-enters as input.

Feynman Explanation

Every system you ignore is training itself behind your back.

Core Principle

Output of a process re-enters as input.

Mechanisms

Psychological

Pending editorial review.

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

Every system you ignore is training itself behind your back.

Examples

Everyday
  • Performance reviews shape next-quarter behavior, which shapes next review.
Modern (Organizational)
  • Most strategic surprises are feedback loops the org didn't model.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Map loops before tuning metrics.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (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
Recommender systems train on the behavior they themselves shape.
Amplifying Incentives
Most strategic surprises are feedback loops the org didn't model.
Org Failure Modes
Most strategic surprises are feedback loops the org didn't model.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Map loops before tuning metrics.
Diagnostic Questions
  • Map loops before tuning metrics.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Map loops before tuning metrics.
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
Recommender systems train on the behavior they themselves shape.
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-0310 · COG
Feedback Loop
FLBLBalancing LoopRLReinforcing LoopTPTipping PointAcAccountabilityASAdverse SelectionAuAuthorityAwAweBeBelongingCACollective Action Pr…CoCompetence

Knowledge Graph Neighbors

Version History

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