Asked what is the biggest misconception about AI, Yoshua Bengio answered without hesitation "AI is not magic." Winner of the 2018 Turing Award (with the other "fathers of the deep learning revolution," Geoffrey Hinton and Yann LeCun), Bengio spoke at the EmTech MIT event about the "amazing progress in AI" while stressing the importance of understanding its current limitations and recognizing that "we are still very far from human-level AI in many ways." Deep learning has moved us a step closer to human-level AI by allowing machines to acquire intuitive knowledge, according to Bengio. Classical AI was missing this "learning component," and deep learning develops intuitive knowledge "by acquiring that knowledge from data, from interacting with the environment, from learning. That's why current AI is working so much better than the old AI."

MIT-CHIEF, a not-for-profit student group that promotes cooperation between the United States and China in technology and innovation, is readying its annual conference with a focus on machine learning, new materials and more. The MIT-China Innovation and Entrepreneurship Forum (CHIEF) Annual Conference, to be held Nov. 12-13 at MIT, will feature 6 panels and 6 keynote speeches that in addition to the topics cited above, will hit on energy, advanced manufacturing, healthcare and autonomous driving. Speakers will include those from academia and industry, including venture capital firms, and represent outfits such as Microsoft, Stanford University and AutoX.