ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,709, issued on March 24, was assigned to INTUIT INC. (Mountain View, Calif.).

"Preemptive entropy reduction in vector embeddings to enhance semantic search" was invented by Sumangal Mandal (Bangalore, India), Vaishali Gupta (Bangalore, India) and Amit Kaushal (Bangalore, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "At least one processor may receive documents and a set of validation prompts, segment the documents into chunks, embed the chunks into a vector space, query a large language model (LLM) with the validation prompts, intercept chunk retrievals from the vector space in response to the validation prompts, map the retrieved chunks to ...