Irina Rish - Out-of-distribution generalization

Описание к видео Irina Rish - Out-of-distribution generalization

Irina Rish, a member of Quebec AI institute Mila and Canadian Excellence Research Chair in Autonomous AI, came on the TDS Podcast to talk empirical AI scaling efforts and more theoretical work.

Intro music:
➞ Artist: Ron Gelinas
➞ Track Title: Daybreak Chill Blend (original mix)
➞ Link to Track:    • Ron Gelinas - Daybreak Chill Blend [R...  

0:00 Intro
2:00 Research, safety, and generalization
8:20 Invariant risk minimization
15:00 Importance of scaling
21:35 Role of language
27:40 AGI and scaling
32:30 GPT versus ResNet 50
37:00 Potential revolutions in architecture
42:30 Inductive bias aspect
46:00 New risks
49:30 Wrap-up

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