Artificial Intelligence and You
Technology
This and all episodes at: https://aiandyou.net/ .
Training an AI to render accurate decisions for important questions can be useless and dangerous if it cannot tell you why it made those decisions. Enter explainability, a term so new that it isn't in spellcheckers but is critical to the successful future of AI in critical applications.
Before I talked with Michael Hind, my usual remark on the subject was, "If you want a demonstration of the ultimate futility of explainability, try asking your kid how the vase got broken." But after this episode I've learned more than I thought possible about how we can teach AI what an explanation is and how to produce one.
Michael is a Distinguished Research Staff Member in the IBM
Research AI department in Yorktown Heights, New York. His current
research passion is the area of Trusted AI, focusing on governance,
transparency, explainability, and fairness of AI systems. He helped launch several successful open source projects, such as
AI Fairness 360 and AI Explainability 360.
All this plus our usual look at today's AI headlines.
Transcript and URLs referenced at HumanCusp Blog.
181 - Guests: Pauldy Otermans and Dev Aditya, AI Teacher Creators, part 2
180 - Guests: Pauldy Otermans and Dev Aditya, AI Teacher Creators, part 1
179 - Guest: Jaan Tallinn, AI Existential Risk Philanthropist, part 2
178 - Guest: Jaan Tallinn, AI Existential Risk Philanthropist, part 1
177 - Guest: Bart Selman, Professor for responsible AI use, part 2
176 - Guest: Bart Selman, Professor for responsible AI use, part 1
175 - AI and Education
174 - AI and Jobs
173 -The UK AI Summit, Reflections
172 - Guest: Matthew Lungren, Chief Medical Information Officer, part 2
171 - Guest: Matthew Lungren, Chief Medical Information Officer, part 1
170 - Guest: Michael Sharpe, AI Agent Platform CEO
169 - Guest: Hod Lipson, Roboticist, part 2
168 - Guest: Hod Lipson, Roboticist, part 1
167 - AI and Our Relationship with Time
166 - Guest: Babak Pahlavan, AI Executive Assistant Builder
165 - Guest: Boaz Mizrachi, AV Platform founder
164 - Guest: Alan D. Thompson, AI Consultant, part 2
163 - Guest: Alan D. Thompson, AI Consultant, part 1
162 - Guest: Ryan Donnelly, AI Governance Platform Founder
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