What are the prospects for applying AI to improve healthcare? Three types of problems that AI can address in healthcare will be outlined, the most challenging of which is the development of new therapeutics. To address this challenge, we leverage recent advances in machine learning and high-throughput experimentation to apply the engineering cycle to drug discovery. The engineering cycle is based on iteratively measuring a system, modeling it computationally, and manipulating it. Each time the cycle is completed, the results improve. This iterative approach is fundamental to all engineering design but, until now, has had limited impact on drug discovery. Progress on unpublished projects relating to these efforts will be described, including a collaborative, multi-institutional project called Answer ALS.
Moderator: John Roberts Panelists: - Ellie Chabi, Santen Pharmaceutical - Ryan Davis, Secure AI Labs - Prof. Martha Gray, MIT - Cory Kidd, Catalia Health - Andrew A. Radin, twoXAR
Throughout human history, progress has almost never been made by individuals acting alone, but rather by the power of groups. Thomas Malone calls these groups “superminds” – entities like hierarchies, communities, markets, and democracies that can accomplish far more by drawing upon their collective abilities to create, learn, and make decisions together. In this talk based on his recent book, Superminds, Malone uses striking examples and case studies to show how computers can help create much more intelligent superminds, not just with artificial intelligence, but perhaps even more importantly with hyper-connectivity: connecting people to one another at massive scales and in rich, new ways.
Eduardo Garrido (Moderador/ Moderator) Thomas W. Malone Jeanne Ross Sanjay Sarma
* Cogito: Real-time emotional intelligence software with live behavioral guidance. * Emtropy Labs: AI-driven behavioral insights to improve talent acquisition and development. * Enigma: Secure data sharing. * Legit: An operating system for invention powered by AI. * Relativity6: Customer retention platform.
Amidst the hype over digital transformation, there is an important truth: Some companies manage it better than others. In seven years of research with more than 400 organizations, the key capabilities of Digital Masters were identified. These large traditional companies, which exist in every industry, are better able to translate technology into transformation again and again. In this session, we will examine how Digital Masters are different from their peers, share numerous examples, and discuss how you can turn your company into a digital master.