Beyond Distance: How Pattern Computer’s Information-Based Clustering Patent is Poised to Reshape Big Data Analytics

The InventionSession Podcast by ByteLaw® · Aug 23, 2025 · 16m

This is a technical analysis Beyond Distance Unlocking Hidden Data Structures with Pattern Computer's '621 Patent by the IP Consultancy, ByteLaw®, of various hypothetical uses of the technology taught in U.S. Patent 11,392,621 ('621), assigned to Pattern Computer, Inc., which patent introduces a novel, information-based approach to unsupervised, hierarchical clustering. This patent aims to overcome the "curse of dimensionality" that renders traditional distance-based clustering ineffective in high-dimensional datasets. The '621 patent's methodology involves Stochastic Partitioning, Random…