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What To Do When AI Fails: AI Incident Response
With Patrick Hall from BNH.AI & George Washington University
Artificial intelligence and machine learning have at least one thing in common with traditional software systems: they all fail. AI failures might consist of discriminatory behavior, of privacy violations, or even security breaches that can lead to lawsuits, regulatory fines and worse. What can organizations do to avoid these pitfalls? This talk will outline a new approach to “incident response” specifically tailored to AI and it will present a free and open sample AI incident response plan. Participants will leave understanding when and why AI creates liability for the organizations that employ it, and how organizations should react when their AI causes major incidents.
Patrick Hall is a principal scientist at bnh.ai, a D.C.-based law firm specializing in AI and data analytics. Patrick also serves as a visiting faculty member at the George Washington University School of Business, where his teaching and research interests focus on data mining, machine learning, and the responsible use of these technologies. Before co-founding bnh.ai, Patrick led responsible AI efforts at H2O.ai, a prominent machine learning software firm. His work at H2O.ai resulted in one of the world's first commercial solutions for explainable and fair machine learning. Among other academic and technology media writing, Patrick is the primary author of popular e-books on explainable and responsible machine learning. Before joining H2O.ai, Patrick held global customer-facing and R&D roles at SAS, where he authored multiple patents in automated market segmentation using novel clustering methods and deep learning. He was also the 11th person worldwide to become a Cloudera certified data scientist during these years. Patrick studied computational chemistry at the University of Illinois before graduating from the Institute for Advanced Analytics at North Carolina State University.
Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.
Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.
QuantUniversity is a quantitative analytics and machine learning advisory based in Boston, Massachusetts. QuantUniversity runs various programs and workshops in Boston, New York, Chicago, and online. The company offers online programs in Machine Learning and AI for Financial services
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