How to we check to see if a black box system is giving us the right result for the right reason? Even a broken clock is correct twice a day! - Dr Hana Chockler is Reader in the Department of Informatics, King's College London and Principal Scientist at causaLens Relevant papers: https://bit.ly/C_Hana_Paper1 https://bit.ly/C_Hana_paper2 https://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: https://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran's Numberphile. More at http://www.bradyharan.com