Company Filing History:
Years Active: 2025
Title: Innovations by Joel Branch
Introduction
Joel Branch is an accomplished inventor based in New York, NY (US). He holds a total of 3 patents that showcase his expertise in artificial intelligence and information retrieval systems. His work has significantly contributed to advancements in the field of large language models.
Latest Patents
One of Joel's latest patents is titled "Using intent-based rankings to generate large language model responses." This patent describes systems and methods that generate responses from AI models, such as large language models (LLM), by utilizing intent-based rankings of retrieved information. The process involves receiving an output generation request, retrieving a set of documents, partitioning them into chunks, and ranking these chunks based on their vector representations. A second AI model classifies the request and chunks, generating a second set of rankings to produce a coherent response.
Another notable patent is "Context-aware semantic chunking for information retrieval in large language models." This invention focuses on generating context-aware responses by semantically chunking information. The method partitions a set of artifacts responsive to a query into continuous chunks and associates them with a knowledge graph. By modifying nodes in the graph and generating contextualized chunks, the system can effectively utilize these chunks to generate accurate responses using an AI model.
Career Highlights
Joel Branch is currently employed at Citibank, N.A., where he applies his innovative ideas and technical skills to enhance the bank's AI capabilities. His contributions have been instrumental in developing advanced systems that improve information retrieval and response generation.
Collaborations
Throughout his career, Joel has collaborated with talented individuals such as Alberto Cetoli and Jason Ryan Engelbrecht. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Joel Branch is a prominent inventor whose work in artificial intelligence and information retrieval has led to significant advancements in the field. His patents reflect a deep understanding of technology and a commitment to innovation.