This is the problem Pinecone is addressing: storing and manipulating vectors at scale, in the cloud. As Liberty noted, organizations using machine learning are already grappling with that problem.

Vectors are how machine learning models understand the world. Where people see images, for example, machine learning models see image representations, in the form of vectors.