Martin Ciupa

Chief Technology Officer


Martin Ciupa is the Chief Technology Officer at calvIO Inc. (part of the Calvary Robotics group of companies) in Webster, New York. His work is helping to make Machine Learning systems that can program Smart Robots in an Industrial Automation setting (with little to no human programming).


Really Useful Machine Learning -- RUMLSM

by CTO, calvIO

AI advances represent a great technological opportunity, but also possible perils. This The case outlined here involves Deep Learning Black-Boxes and their risk issues in an environment that requires compliance with legal rules and industry best practices. We examine a technological means to attempt to solve the Black-box problem for this case, referred to as “Really Useful Machine Learning” (RUMLSM). DARPA has identified such cases as being the “Third Wave of AI.” 

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