Get the latest news, advances in research, policy work, and education program updates from HAI in your inbox weekly.
Sign Up For Latest News
Save the Date. Artificial intelligence is transforming how researchers collect, analyze, and learn from data. As AI systems become increasingly integrated into scientific discovery, business decision-making, and policy analysis, they are reshaping both the questions researchers can ask and the methods they use to answer them.

Save the Date. Artificial intelligence is transforming how researchers collect, analyze, and learn from data. As AI systems become increasingly integrated into scientific discovery, business decision-making, and policy analysis, they are reshaping both the questions researchers can ask and the methods they use to answer them.
The rapid acceleration of AI comes with a profound wave of anxiety. Across every sector of society, people are facing unsettling questions about their worth and their place in a shifting world.

The rapid acceleration of AI comes with a profound wave of anxiety. Across every sector of society, people are facing unsettling questions about their worth and their place in a shifting world.
From improving medical diagnosis to optimizing supply chains, AI holds the promise of transforming every industry. However, many companies and teams--particularly ones outside the consumer internet industry--are still struggling to take research breakthroughs or promising proof-of-concept demonstrations and turn them into practical production deployments. How can researchers and AI professionals help bridge this gap? In this talk, I’ll describe some key challenges facing AI deployments, and also discuss some solutions, ranging from techniques for working with small data, to improving algorithms’ robustness and generalizability, to systematically planning out the full-cycle of machine learning projects.