Schedule
Day 1: Wed Oct 20th
13:00-16:30 - driving to Tremblant/checking in hotel
16:30-18:30 - Overview: Scaling Laws, Foundation Models and Path to AGI (Ethan Caballero, Irina Rish) video slides
19:00-20:00 - dinner
20:00 - pool/spa/fireplace near the lake/visiting Tremblant village
Day 2: Thu Oct 21st
7:30-9:00 - breakfast
9:30 -11:30 - Brief Overview: Physics meets ML (Guillaume Dumas, Maximilian Puelma Touzel, Irina Rish) video
Critical views about critical phenomena: from complex systems to machine learning (Guillaume Dumas) slides
Phase Transitions in AI (Irina Rish) slides
11:30-12:30 - free time (pool, jacuzzi, gym, walk at the lake)
12:30-14:00 - lunch
14:00-15:00 Invited talk: Neural Scaling Laws (Jared Kaplan) video: talk and discussion
15:00-16:00 Discussion: Scaling Laws and the Future of AI
17:00-18:00 - free time, pool/spa/walk
18:30-20:00 - dinner
20:00 - free time
Day 3: Friday Oct 22nd
7:30-9:00 breakfast
9:00 -10:00 checkout
10:00-13:00 workshop session
13:00-16:00 hike Mt Tremblant
16:00-17:00 dinner/drinks (La Diable)
18:00 - drive to Montreal