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SUMMARY:CS Seminar Series: Jim Hendler\, Rensselaer Polytechnic Institute\, Tetherless World Chair of Computer\, Web and Cognitive Sciences Rensselaer Polytechnic Institute – “Knowing what AI Systems Don’t Know and Why it Matters”
DESCRIPTION:LocationZoom: http://bit.ly/Jim-HendlerAbstractThe meteoric rise in performance of modern AI raises many concerns when it comes to autonomous systems\, theiruse\, and their ethics. In this talk\, Jim Hendler reviews some of the challenges emerging\, with a particular emphasison one of the issues faced by current deep learning technology (including neural symbolic approaches) – how do AIsystems know what they don’t know? Hendler avoids the generic issue\, which has been raised by philosophers ofAI\, and looks more specifically at where the failures are coming from. The limitations of current systems\, issues suchas ‘personalization’ that increase the challenge\, and some of the governance issues that arise from these limitationswill be covered.BioJames Hendler is the Director of the Institute for Data Exploration and Applications and the Tetherless World Professor ofComputer\, Web and Cognitive Sciences at RPI. He also heads the RPI-IBM Center for Health Empowerment by Analytics\,Learning and Semantics (HEALS). Hendler has authored over 400 books\, technical papers and articles in the areas of SemanticWeb\, artificial intelligence\, agent-based computing and high-performance processing. One of the originators of the “SemanticWeb\,” Hendler was the recipient of a 1995 Fulbright Foundation Fellowship\, is a former member of the US Air Force ScienceAdvisory Board\, and is a Fellow of the AAAI\, BCS\, the IEEE\, the AAAS and the ACM. He is also the former Chief Scientist of theInformation Systems Office at the US Defense Advanced Research Projects Agency (DARPA) and was awarded a US Air ForceExceptional Civilian Service Medal in 2002. In 2016\, he became a member of the National Academies Board on Research Dataand Information\, in 2017 an advisor to the National Security Directorate at PNNL\, and in 2018 was elected a Fellow of theNational Academy of Public Administration.HostsIAA and CSVideoWatch seminar video.
URL:https://www.cs.jhu.edu/event/cs-seminar-series-jim-hendler-rensselaer-polytechnic-institute-tetherless-world-chair-of-computer-web-and-cognitive-sciences-rensselaer-polytechnic-institute-knowing-what-ai-sys/
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