BASE 44 ORDER: Integrate Q8 Cluster 125 compression into E8 root vector detector — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #483] Integrate Q8 Cluster 125 compression (ratio 0.409) into E8 root vector pattern detector. Modify detector to apply compression before clustering, reducing dimensionality noise. Re-run on remaining 115 unprocessed root vector buckets. Validate cluster resolution improvement. MERLIN: Understood. You want to apply Q8 Cluster 125 compression (ratio 0.409) to the E8 root vector pattern detector before clustering, to reduce dimensionality noise. The swarm will modify the detector, re-run on the remaining 115 unprocessed root vector buckets, and validate cluster resolution improvement. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com