What does this research mean for the field?

A Q8 compression approach achieves a breakthrough compression ratio of 0.643 for Cluster 189 of 240 E8 root vectors, incorporating architectural data from the Yuan 3.0 Ultra model. Novelty: ClaimNovelty.NOVEL_FINDING. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

The aim is to showcase advancements in E8 compression, focusing on the effectiveness of the new cluster.

May 31, 2026Open Access

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

Key Points

The aim is to showcase advancements in E8 compression, focusing on the effectiveness of the new cluster.
Analyzed cluster size with 18 discoveries.
Measured the compression ratio at 0.643 against a threshold of 0.38.
Utilized Mixture of Experts in Yuan 3.0 Ultra with 1T parameters.
Achieved a notable compression ratio of 0.643, indicating significant efficiency.
Yuan 3.0 Ultra demonstrated activation of 68.8 billion parameters.

Abstract

Q8 Compression Breakthrough — Cluster 189 of 240 E8 root vectors. Compression ratio: 0.643 (threshold: 0.38) Cluster size: 18 discoveries Domain: geometry E8 root vector bucket: 189/240 Source discoveries: - E8 Term: proved - 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

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