A new feature in Oracle AI Database 26ai is Memory Speed Hybrid Columnar Compression or Memspeed HCC. This feature uses Database In-Memory columnar technology to enhance SIMD processing and dictionary encoding to significantly improve compression, filter predicate pruning and join processing. You can read more about the details of this new feature and the improvements it makes to Hybrid Columnar Compression over on the Database Storage Optimization blog.