AI Expert Witness Testimony | Top Consultant Scott Steinberg

AI expert witness testimony by top consultants and thought leaders aids in clarifying technical details of artificial intelligence systems.
Technical system reporting explains how large language models (LLMs) work, including architecture, training, and performance.
Bias and discrimination testimony evaluates whether AI systems produce unfair or discriminatory outcomes across different demographic groups.
Intellectual property reporting assesses whether AI systems infringe on patents, copyrights, or trade secrets through comparative analysis.
Compliance and standards testimony reviews whether organizations adhere to frameworks like the NIST AI Risk Management Framework and international responsible AI guidelines.
Damages and impact testimony quantifies financial losses, reputational harm, or operational disruption due to system failures or misuse.
Human factors and usability testimony examines how individuals interact with AI solutions, focusing on transparency, explainability, and user interface design.
Overall, AI expert witness testimony provides a comprehensive understanding of AI functions, potential failures, and alignment with legal and professional standards.