US Patent Issued to Deep EigenMatics on Jan. 20 for "Clue: dynamic context retrieval in reasoning models for AI-based protein and drug design" (Texas Inventor)

ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,531,136, issued on Jan. 20, was assigned to Deep EigenMatics LLC (Sugar Land, Texas).

"Clue: dynamic context retrieval in reasoning models for AI-based protein and drug design" was invented by Stephen Gbejule Odaibo (Sugar Land, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems, methods, and apparatus for obtaining proteins and small molecules representations for manufacture, using a herein disclosed dynamic Context Load Update Engine (CLUE) during output generation by reasoning models. Pre-trained neural networks equipped with retrieval augmentation and trained on chain-of-thought data for reasoning capacity are used. The pre-trained models ...