Machine Learning from Verbal User Instruction, video lecture on enabling cell phone users to teach their phones what to do, Simons Institute, Berkeley, February 13, 2017. Never Ending Language Learning, video lecture on our computer that is learning to read the web, Brown Univ., Feb. 2014. Neural representations of language meaning, video lecture on how the human brain represents word meanings, Berkeley, March 2014. When Computers Read, reprise of presentation at the World Economic Forum, Davos, Switzerland, January 2012 (5 minutes). Mining Our Reality, the emerging trend toward mining personal data, in Science, December 2009. The Discipline of Machine Learning, my perspective on this research field, July 2006