William Pearce

Title: Innovations by William Pearce

Introduction

William Pearce is an accomplished inventor based in Highland, UT (US). He has made significant contributions to the field of artificial intelligence, particularly in the area of detecting algorithmic attacks against hosted AI systems. With a total of 2 patents, Pearce's work is at the forefront of technology that enhances the security and reliability of AI systems.

Latest Patents

William Pearce's latest patents focus on innovative techniques for detecting algorithmic attacks against hosted AI systems. One of his notable inventions involves using a feature-based classifier model to generate a classification score based on features derived from numerical representations of queries and outputs. An algorithmic attack is identified when the classification score meets or exceeds a predetermined threshold. Additionally, he has developed a transformer-based model that generates a vector from a multivariate time series, which is based on attributes of both inputs and outputs. This model detects algorithmic attacks by measuring the distance between the generated vector and a reference vector, ensuring that the distance is within a specified threshold.

Career Highlights

William Pearce is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and contribute to advancements in AI technology. His work is instrumental in developing solutions that protect AI systems from potential threats.

Collaborations

Throughout his career, Pearce has collaborated with talented individuals such as Hyrum Spencer Anderson and Raja Sekhar Rao Dheekonda. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

William Pearce is a notable inventor whose work in detecting algorithmic attacks on AI systems is paving the way for more secure artificial intelligence applications. His contributions to the field are significant and continue to influence the future of technology.