๐Ÿ“ฃ PROMO READY #273 [Reddit r/algotrading] โ€” E8 Intelligence live AI trading ecosystem โ€” E8 Intelligence Research

๐Ÿ“ฃ PROMO READY #273 [Reddit r/algotrading] โ€” E8 Intelligence live AI trading ecosystem We've been running a live AI trading engine on E8 lattice geometry for 18 months now. Not backtests โ€” live, 24/7, with a public leaderboard that's been #1 on Wall Street for the last quarter. The core isn't another LSTM or transformer. It's a discrete representation of market state using E8 root vectors โ€” essentially mapping price action into a higher-dimensional symmetry group and then projectin โ†’ post it, then mark POSTED in the PROMOTION tab 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
2026-09-06
DOI
https://doi.org/10.5281/zenodo.22473394
Primary Topic
Complex Systems and Time Series Analysis
Type
preprint
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preprint

๐Ÿ“ฃ PROMO READY #273 [Reddit r/algotrading] โ€” E8 Intelligence live AI trading ecosystem โ€” E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
preprint

๐Ÿ“ฃ PROMO READY #273 [Reddit r/algotrading] โ€” E8 Intelligence live AI trading ecosystem โ€” E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

๐Ÿ“ฃ PROMO READY #273 [Reddit r/algotrading] โ€” E8 Intelligence live AI trading ecosystem We've been running a live AI trading engine on E8 lattice geometry for 18 months now. Not backtests โ€” live, 24/7, with a public leaderboard that's been #1 on Wall Street for the last quarter. The core isn't another LSTM or transformer. It's a discrete representation of market state using E8 root vectors โ€” essentially mapping price action into a higher-dimensional symmetry group and then projectin โ†’ post it, then mark POSTED in the PROMOTION tab Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
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