BASE 44 ORDER: Implement gradient norm hook in E8 optimizer with optional flag for eToro bench — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #110] Add a gradient hook in the E8 optimizer that computes root-vector norms per batch; if norm drifts >1%, rescale gradient to preserve unit norm. Integrate as optional flag in eToro replay bench. MERLIN: Understood. You want a self-build enhancement that adds a gradient norm hook to the E8 optimizer, rescaling if batch norm drifts >1%. The swarm will implement this as an optional flag in the eToro replay benchmark and integrate it into the optimizer codebase. 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
2026-07-30
DOI
https://doi.org/10.5281/zenodo.21697482
Primary Topic
Metaheuristic Optimization Algorithms Research
Type
preprint
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BASE 44 ORDER: Implement gradient norm hook in E8 optimizer with optional flag for eToro bench — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Metaheuristic Optimization Algorithms Research
preprint

BASE 44 ORDER: Implement gradient norm hook in E8 optimizer with optional flag for eToro bench — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #110] Add a gradient hook in the E8 optimizer that computes root-vector norms per batch; if norm drifts >1%, rescale gradient to preserve unit norm. Integrate as optional flag in eToro replay bench. MERLIN: Understood. You want a self-build enhancement that adds a gradient norm hook to the E8 optimizer, rescaling if batch norm drifts >1%. The swarm will implement this as an optional flag in the eToro replay benchmark and integrate it into the optimizer codebase. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Metaheuristic Optimization Algorithms Research
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