Economic Recommendation Loss (ERL)
ERLEconomic Value of Recommendations Lost to Transmission Failure
Proposed hypothesis — not yet testedpublished
ERL measures economic value lost to transmission failure.
By Marco Patrone
erlrecommendation_losseconomic_inefficiencytransmission_metric
Definition
ERL quantifies the economic value lost when recommendations fail to transmit due to computational transmission attrition. ERL measures allocative inefficiency in monetary terms.
ERL quantifies in monetary terms the economic value lost when recommendations fail to transmit through AI-mediated channels.
Conceptual Formula
ERL = Σ(recommendations_lost × expected_value), aggregated across transmission stages.Methodology
Type
index construction
Data Sources
synthetictransaction data
Confidence Level
low
Description
ERL = Σ(recommendations_lost × expected_value), aggregated across transmission stages.
Limitations
- Expected value estimation is uncertain
- Attribution of lost recommendations is complex
Key Takeaways
Key Points
- ERL is currency-denominated
- Aggregates transmission losses
- Economic inefficiency measure
Target Audience
firmsinvestorsplatforms
Relevance Tags
erlrecommendation_losseconomic_inefficiencytransmission_metric
Source Paper
Citation
For the Economic Recommendation Loss (ERL), see HomeSelf Research (2026), The Zero-Click Economy.