Company Filing History:
Years Active: 2020-2022
Title: Tyler Sweatt: Innovator in Artificial Intelligence
Introduction
Tyler Sweatt is a prominent inventor based in Ashburn, VA (US). He has made significant contributions to the field of artificial intelligence, particularly in developing tools that enhance the security and reliability of machine learning models. With a total of 2 patents, his work is paving the way for advancements in AI technology.
Latest Patents
One of Tyler's latest patents is an artificial intelligence adversarial vulnerability audit tool. This innovative tool receives an image with a known first classification by a machine learning model. The image is then iteratively modified using at least one perturbation algorithm. Modified images are input into the machine learning model until the model outputs a second classification that differs from the first. The data characterizing the modifications that led to the second classification can be provided in various formats, such as displayed in a GUI, loaded into memory, stored in physical persistence, or transmitted to a remote computing device. Related apparatus, systems, techniques, and articles are also described in this patent.
Career Highlights
Tyler is currently employed at Calypso AI Corp, where he continues to innovate and develop cutting-edge technologies. His work focuses on enhancing the security of AI systems, making them more robust against adversarial attacks.
Collaborations
Tyler collaborates with talented individuals such as Victor Ardulov and Neil Serebryany, contributing to a dynamic and innovative work environment.
Conclusion
Tyler Sweatt is a key figure in the field of artificial intelligence, with a focus on developing tools that improve the security of machine learning models. His contributions are vital to the ongoing evolution of AI technology.