2021 has been a wild ride in many ways, but its wildest features might actually be AI-related. We’ve seen major advances in everything from language modeling to multi-modal learning, open-ended learning and even AI alignment.
So, we thought, what better way to take stock of the big AI-related milestones we’ve reached in 2021 than a cross-over episode with our friends over at the Last Week In AI podcast.
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Intro music:
- Artist: Ron Gelinas
- Track Title: Daybreak Chill Blend (original mix)
- Link to Track: https://youtu.be/d8Y2sKIgFWc
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Chapters:
- 0:00 Intro
- 2:15 Rise of multi-modal models
- 7:40 Growth of hardware and compute
- 13:20 Reinforcement learning
- 20:45 Open-ended learning
- 26:15 Power seeking paper
- 32:30 Safety and assumptions
- 35:20 Intrinsic vs. extrinsic motivation
- 42:00 Mapping natural language
- 46:20 Timnit Gebru’s research institute
- 49:20 Wrap-up
