Future of Life Institute Podcast Lennart Heim on the AI Triad: Compute, Data, and Algorithms
14 snips
Mar 30, 2023 
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
Introduction
00:00 • 3min
The Role of Data in AI Progress
02:49 • 2min
The Evolution of AI and Compute
04:24 • 2min
How Modern Advanced Chips Are Produced
06:27 • 2min
The Role of ASML in the Chip Supply Chain
08:45 • 2min
How Far Are the Nearest Competitors Behind the Very Cutting Edge Companies?
10:54 • 2min
The Differences Between Computer Chips and AI Chips
12:24 • 2min
The Role of Compute in AI Progress
14:16 • 3min
The Importance of Aggregating Predictions Across Reports
16:58 • 2min
The Future of Artificial General Intelligence
18:46 • 2min
The Future of Robotics
20:32 • 2min
The Importance of Compute in Robotics
22:13 • 2min
The Importance of Compute in Robotics Progress
23:57 • 3min
The Limits of How Much Data Are Available Online?
27:19 • 2min
The Importance of Synthetic Data in AI
29:07 • 2min
The Importance of Algorithmic Efficiency in Machine Learning
30:47 • 2min
The Three Eras of Machine Learning Compute Usage
32:38 • 2min
The Economic Return of Computers
34:34 • 3min
The Future of Computing
37:59 • 2min
How to Predict AI Progress Based on Compute
40:27 • 2min
AI Take Off Speeds: A Comparison
42:27 • 5min