US Patent Issued to Amazon Technologies on Oct. 28 for "Systems and methods for updating large language models" (California Inventors)

ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,020, issued on Oct. 28, was assigned to Amazon Technologies Inc. (Seattle).

"Systems and methods for updating large language models" was invented by Kshitij Mishra (Lawndale, Calif.), Tamer Soliman (Millbrae, Calif.), Aram Galstyan (Los Angeles), Anoop Kumar (Fountain Valley, Calif.) and Anil K Ramakrishna (Culver City, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for updating a large language model (LLM) to correct generation of undesired responses, such as incorrect outputs, toxic outputs, etc. are described. Typical methods of retraining and fine-tuning are inefficient and computationally expensive for LLMs. Some embodiments o...