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The Incentives Lab
HBT-COG-0395 · Dimension COG · Cognition

Incentive Gravity

Behavior bends toward whatever the system actually rewards.

Incentives·Concept·Grade C·draft· enriching…

Scientific Definition

Behavior bends toward whatever the system actually rewards.

Plain-English Definition

Behavior bends toward whatever the system actually rewards.

Feynman Explanation

Culture is downstream of compensation, no matter what the deck says.

Core Principle

Behavior bends toward whatever the system actually rewards.

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

Culture is downstream of compensation, no matter what the deck says.

Examples

Everyday
  • Stated value: collaboration. Actual reward: individual hero metrics. Guess what wins.
Modern (Organizational)
  • Speeches don't move people; pay does.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Align stated values with measured rewards or expect cynicism.

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
Models optimize the loss function, not the intent behind it.
Amplifying Incentives
Speeches don't move people; pay does.
Org Failure Modes
Speeches don't move people; pay does.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Align stated values with measured rewards or expect cynicism.
Diagnostic Questions
  • Align stated values with measured rewards or expect cynicism.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Align stated values with measured rewards or expect cynicism.
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
Models optimize the loss function, not the intent behind it.
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-0395 · COG
Incentive Gravity
IGIBIncentive BlindnessIDIncentive DebtIDIncentive DriftIEIncentive EntropyMFMetric FixationAcAccountabilityASAdverse SelectionAuAuthorityAwAweBLBalancing Loop

Knowledge Graph Neighbors

Version History

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