Knowledge Architecture:ConceptsObservationsEvidence

Monetary Velocity Gap (MVG)

MVG

Difference Between Traditional and AI-Mediated Monetary Velocity

Proposed hypothesis — not yet testedpublished

MVG measures traditional vs AI-mediated monetary velocity gap.

July 12, 2026
Version 1.0
6 min read
By Marco Patrone
mvgmonetary_velocityai_mediated_velocityfinancial_bridge_metric

Definition

MVG captures the disconnect between traditional monetary velocity measurements and AI-mediated velocity. Positive MVG indicates traditional metrics overstate effective velocity.

MVG captures the difference between traditional monetary velocity and AI-mediated velocity. Positive MVG indicates traditional metrics overstate effective velocity.

Conceptual Formula

MVG = traditional_velocity - ai_mediated_velocity.

Methodology

Type

index construction

Data Sources

syntheticmonetary data

Confidence Level

low

Description

MVG = traditional_velocity - ai_mediated_velocity.

Limitations

  • AI-mediated velocity is difficult to measure
  • Traditional velocity varies by definition

Key Takeaways

Key Points

  • MVG can be positive or negative
  • Affects monetary policy calibration
  • Zero indicates balanced velocity

Target Audience

central bankerseconomistspolicy makers

Relevance Tags

mvgmonetary_velocityai_mediated_velocityfinancial_bridge_metric

Source Paper

The Zero-Click Economy

HomeSelf Research (2026)

View on Zenodo
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Citation

For the Monetary Velocity Gap (MVG), see HomeSelf Research (2026), The Zero-Click Economy.

DOI: 10.5281/zenodo.21321629

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