10:15- 10:30 Overview   Irina Rish  (Mila)

10:30- 11:00 On the Emergence of Hierarchial Reasoning , (Slides), Prateek Humane (Mila)

11:00-11:15 Coffee Break 

11:15-11:45 Distributed Large Scale AI, (Slides), Quentin Anthony (Mila)

11:45-12:15 Learning to Reason with Adversarial Reasoning Chains, (Slides), Ivan Anokhin (Mila)

12:15-12:30 Coffee Break 

12:30-13:00 Representation Collapse in Arithmetic Reasoning, (Slides), Rifat Md Arefin (Mila)

13:00-13:30 Grokking Modal Logic, (Slides), David John Lemay (Mila)

13:30-14:00  Discussions