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June 3, 20260 citationsOpen Access

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

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ACAndrew Stewart Caldin

Key Points

  • To explore the compression breakthroughs achieved using E8 root vectors and their implications on computational efficiency.
  • Analyzed cluster 189 of 240 E8 root vectors.
  • Assessed performance metrics including compression ratio and activated parameters using Yuan 3.0 Ultra.
  • Achieved a compression ratio of 0.391, surpassing the threshold of 0.38.
  • Yuan 3.0 Ultra utilized a mixture of experts model with a total of 1 trillion parameters and 68.8 billion activated per instance.

Abstract

Q8 Compression Breakthrough — Cluster 189 of 240 E8 root vectors. Compression ratio: 0.391 (threshold: 0.38) Cluster size: 8 discoveries Domain: geometry E8 root vector bucket: 189/240 Source discoveries: - E8 Term: prudential - 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 - E8 Term: baffling - 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 - E8 Term: spinoff Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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Cite This Study

Andrew Stewart Caldin (2026) studied this question.

synapsesocial.com/papers/6a1fc718dee9eb8c0dce7f7ahttps://doi.org/10.5281/zenodo.20499756
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