New IO-aware exact k-means GPU implementation announced

Announced new GPU implementation of k-means clustering algorithm focused on optimizing memory access patterns

Achieved 200x speedup over FAISS and 30x over cuML for k-means clustering

Flash-KMeans algorithm achieves breakthrough speed improvements with 200x speedup over FAISS