US Patent Issued to Google on Nov. 11 for "Self-improving LLMs through consistency-based self-generated demonstrations" (British, American Inventors)

ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,468,897, issued on Nov. 11, was assigned to Google LLC (Mountain View, Calif.).

"Self-improving LLMs through consistency-based self-generated demonstrations" was invented by Ruoxi Sun (Santa Clara, Calif.), Xingchen Wan (Oxford, Great Britain), Hanjun Dai (San Jose, Calif.), Sercan Omer Arik (San Francisco) and Tomas Pfister (Redwood Shores, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure are directed to automatically selecting examples in a prompt for an LLM to demonstrate how to perform tasks. Aspects of the disclosure can select and build a set of examples from LLM zero-shot outputs via predetermined criteria that can ...