BASE 44 ORDER: Implement Q8-CLUSTER-066 compression ratio in eToro attention weights — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #452] Modify attention weight calculation in eToro executor to multiply by Q8-CLUSTER-066 compression ratio. Add config flag, unit test on replay bench, validate pattern recognition lift vs baseline. MERLIN: Understood, Maker. I will modify the attention weight calculation in the eToro executor to multiply by the Q8-CLUSTER-066 compression ratio, add a config flag, and run a unit test on the replay bench to validate pattern recognition lift vs baseline. The swarm will begin this build and test cycle immediately. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21989496
Primary Topic
Image and Video Quality Assessment
Type
preprint
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BASE 44 ORDER: Implement Q8-CLUSTER-066 compression ratio in eToro attention weights — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Image and Video Quality Assessment
preprint

BASE 44 ORDER: Implement Q8-CLUSTER-066 compression ratio in eToro attention weights — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #452] Modify attention weight calculation in eToro executor to multiply by Q8-CLUSTER-066 compression ratio. Add config flag, unit test on replay bench, validate pattern recognition lift vs baseline. MERLIN: Understood, Maker. I will modify the attention weight calculation in the eToro executor to multiply by the Q8-CLUSTER-066 compression ratio, add a config flag, and run a unit test on the replay bench to validate pattern recognition lift vs baseline. The swarm will begin this build and test cycle immediately. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Image and Video Quality Assessment
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