Large Language Models Expert Witnesses

Lake Forest, Illinois

Artificial Intelligence, Technology - AI Product Development, Machine Learning Strategy, Algorithmic Bias, Responsible AI, Model Explainability, AI Ethics and Governance, Data Science Management, Large Language Models, AI Product Design, Human–AI Interaction, Software Product Lifecycle, Digital Transformation, AI Adoption Strategy, Predictive Analytics, GenAI

Mike Hyzy is a Vice President of Strategy and Innovation and a nationally recognized expert in Artificial Intelligence, Machine Learning, and Product Development. He serves as an advisor to Fortune 500 enterprises and public-sector organizations on AI strategy, algorithmic accountability, product design, and technology adoption. His work spans the entire AI lifecycle—from research and data strategy through model validation, responsible deployment, and organizational change. Mike has led enterprise-scale AI programs across healthcare, financial services, and consumer industries, developing frameworks for Responsible AI, bias mitigation, model risk management, and explainability. He has overseen implementations of natural language processing, generative AI, and predictive analytics systems, integrating them into high-stakes, regulated environments where transparency and compliance are critical. His expertise includes governance audits, data provenance, AI ethics, and large language m...

Charlottesville, Virginia

Artificial Intelligence, Intellectual Property - Machine learning, Generative AI, Large language models, AI governance, Claim construction, Patent validity, Prior art, Prosecution history, 37 CFR 1.132 declarations, Patent eligibility, Section 101, Obviousness, Healthcare IT, Electronic health records, Medical device software, Expert declarations, AI Agents, Data governance

Rick Hamilton is a technical expert in artificial intelligence and machine learning systems, enterprise software and cloud architecture, healthcare technology, and patent matters, with more than 30 years of experience and a rare cross-disciplinary depth spanning production AI, healthcare IT, and intellectual property. He is a named inventor on 1,064 issued U.S. patents and was recognized in January 2020 as, at the time, the 18th most prolific inventor in the world (USPTO / Patent & Trademark Office Society), with an H-index of 99 and 38,000+ citations. His career includes nearly 25 years at IBM, spanning software development, enterprise architecture, AI/IoT strategy, and intellectual property, followed by executive technology leadership as Vice President and Senior Distinguished Engineer at UnitedHealth Group and Chief Technology Officer of the Focused Ultrasound Foundation. This combination of hands-on technical depth and enterprise leadership allows him to assess complex technic...