AVX-512 HNSW in Rust: 3.5x faster than FP32 at 99.8% recall via SQ8

Fair warning to those who must remain unencumbered:

> Patent pending

(I have no specific position on this point but I know some small fraction of HN needs to avoid such things now and then, so duly noted.)

Love it.