This inventor holds 2 USPTO granted patents and 4 published patent applications. Top assignee: Google Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Swaroop Mishra: Innovator in Large Language Models
Introduction
Swaroop Mishra is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of artificial intelligence, particularly in the development of large language models (LLMs). With a total of 2 patents, his work focuses on enhancing the efficiency and effectiveness of LLMs in various applications.
Latest Patents
Mishra's latest patents include innovative methods for improving instruction following in large language models to reduce computational resource consumption. These implementations aim to enhance the instruction-following capabilities of LLMs through techniques such as instruction decomposition, self-evaluation, and progressive refinement. The system can obtain natural language input, generate multiple candidate responses, and evaluate these responses based on the instructions provided. This process allows for the progressive refinement of responses until specific termination criteria are met. Additionally, he has developed methods to assist users in their interactions with LLMs, which involve generating user interface elements based on input prompts and refining responses based on user interactions.
Career Highlights
Swaroop Mishra is currently employed at Google Inc., where he continues to push the boundaries of AI technology. His work has been instrumental in advancing the capabilities of LLMs, making them more user-friendly and efficient. His contributions have not only benefited his company but have also had a broader impact on the field of artificial intelligence.
Collaborations
Mishra collaborates with talented individuals such as Xiao Ma and Ariel Liu, who share his passion for innovation in technology. Together, they work on projects that aim to enhance the functionality and usability of large language models.
Conclusion
Swaroop Mishra is a key figure in the advancement of large language models, with a focus on improving their efficiency and user interaction. His innovative patents and collaborative efforts at Google Inc. highlight his commitment to pushing the boundaries of artificial intelligence.