Speaker: Dr. Tomaso Poggio (MIT)
When: Thursday, April 28 at 4pm
Where: John S. Toll Physics Building Room 1412
Abstract: The birth of artificial-intelligence research as an autonomous discipline is generally thought to have been the month long Dartmouth Summer Research Project on Artificial Intelligence in 1956, which convened 10 leading electrical engineers — including MIT’s Marvin Minsky and Claude Shannon — to discuss “how to make machines use language” and “form abstractions and concepts.” A decade later, impressed by rapid advances in the design of digital computers, Minsky was emboldened to declare that “within a generation ... the problem of creating ‘artificial intelligence’ will substantially be solved.”
The problem, of course, turned out to be much more difficult than AI’s pioneers had imagined. In recent years, by exploiting machine learning — in which computers learn to perform tasks from sets of training examples — artificial-intelligence researchers have built special-purpose systems that can do things like interpret spoken language or play professional-level Go games or drive cars using vision. Some of the present excitement is due to realistic expectations for further progress.
There is also a substantial amount of hype. However, systems that are intelligent in narrow domains are being developed.
I will briefly review today’s engineering of intelligence and some of the mathematics underlying it, the mathematics of learning from data. I will also sketch the vision of the MIT Center for Brains, Minds and Machines which strives to make progress on the science of intelligence.
The Inaugural William E. Kirwan Distinguished Undergraduate Lecture
Feuerbach’s Theorem: A Beautiful Theorem Deserves a Beautiful Proof" by Professor Douglas Hofstadter* on April 23rd, 2015 4:00-5:00pm in Physics 1412.
Douglas Hofstadter is a College of Arts and Sciences Distinguished Professor of Cognitive Science at Indiana University, Director of the Center for Research on Concepts and Cognition, and the author of the Pulitzer Prizewinning book, Gödel, Escher, Bach: an Eternal Golden Braid.