Stanford's AI Index Report 2024

Practical AI: Machine Learning, Data Science, LLM

We’ve had representatives from Stanford’s Institute for Human-Centered Artificial Intelligence (HAI) on the show in the past, but we were super excited to talk through their 2024 AI Index Report after such a crazy year in AI! Nestor from HAI joins us in this episode to talk about some of the main takeaways including how AI makes workers more productive, the US is increasing regulations sharply, and industry continues to dominate frontier AI research.

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Sponsors:

• Plumb – Low-code AI pipeline builder that helps you build complex AI pipelines fast. Easily create AI pipelines using their node-based editor. Iterate and deploy faster and more reliably than coding by hand, without sacrificing control.

Featuring:

• Nestor Maslej – Twitter, LinkedIn
• Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

• Stanford HAI
• 2024 AI Index Report

Something missing or broken? PRs welcome!

Fejezetek

1. Welcome to Practical AI (00:00:00)

2. What is the AI Index? (00:00:43)

3. The Institute for Human Centered AI (00:02:40)

4. Recent indexes (00:04:13)

5. Main research (00:06:28)

6. Cost of frontier models (00:09:28)

7. Growing model scale (00:11:39)

8. Sponsor: Plumb (00:14:25)

https://useplumb.com/

9. Increasing regulation (00:16:05)

10. Impact of regulations (00:20:51)

11. Will models run out of data? (00:23:21)

12. Finding ROI (00:30:00)

13. Industry AI risks (00:34:52)

14. Current perceptions of AI (00:38:43)

15. Exciting developments (00:42:09)

16. Check out the AI index (00:45:08)

17. Outro (00:46:17)