What question did this study set out to answer?

The study aims to explore breakthroughs in compression strategies using cluster analysis of E8 root vectors.

June 2, 2026Open Access

Q8-CLUSTER-189: E8 Term: proof — E8 Intelligence Research

Key Points

The study aims to explore breakthroughs in compression strategies using cluster analysis of E8 root vectors.
Analyzed 240 E8 root vectors focusing on cluster 189.
Reported on the compression ratio and size of discoveries.
Highlighted findings regarding the Yuan 3.0 Ultra's use of Mixture of Experts.
Achieved a compression ratio of 0.859 against a threshold of 0.38.
Cluster 189 identified 28 distinct discoveries related to geometry.
Highlighted the usage of 1T total parameters with 68.8B activated per Mixture of Experts.

Abstract

Q8 Compression Breakthrough — Cluster 189 of 240 E8 root vectors. Compression ratio: 0.859 (threshold: 0.38) Cluster size: 28 discoveries Domain: geometry E8 root vector bucket: 189/240 Source discoveries: - E8 Term: proof - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per - YUAN FINDING: Yuan 3.0 Ultra uses Mixture of Experts with 1T total params, 68.8B activated per Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Q8-CLUSTER-189: E8 Term: proof — E8 Intelligence Research

Key Points

Abstract

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