In the beginning (of generative AI) (Interview)

The Changelog: Software Development, Open Source

This week on The Changelog we’re talking with Joe Reis about data engineering and the beginning of generative AI. We discuss phone hacking via frequency, the role of a data engineer, this AI hype cycle we’re in, build vs buy, the disconnect between data analysts and the business, ethical considerations around AI-generated content, and more. We also discuss the tension between AI and traditional engineering, as well as the inevitability of AI integration into pretty much everything.

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Featuring:

• Joe Reis – Website
• Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, X
• Jerod Santo – GitHub, LinkedIn, Mastodon, X

Show Notes:

• Data Engineering in 2024. What I’m Seeing.
• The Salt Shaker Theory of Leadership

Something missing or broken? PRs welcome!

Chương

1. This week on The Changelog (00:00:00)

2. Sponsor: Synadia (00:01:27)

https://www.synadia.com/changelog

3. Joe, recovering data scientist (00:05:49)

4. Evolution of data science (00:07:45)

5. Changing titles (00:10:23)

6. How we named Practical AI (00:11:20)

7. Riding the AI wave (00:15:16)

8. Boring stuff is exciting (00:19:20)

9. Skillset of a data engineer (00:22:03)

10. Build vs Buy (00:25:29)

11. Sponsor: Tailscale (00:29:18)

https://changelog.com/tailscale

12. Disconnect between analysts and business (00:32:12)

13. Keep the main thing the main thing (00:33:46)

14. Slow down check yourself (00:35:45)

15. The salt shaker theory of leadership (00:38:22)

16. Current view on the market (00:42:46)

17. Poor AI generated content (00:46:28)

18. Human touch (00:49:16)

19. AI and handmade goods (00:54:17)

20. Sponsor: Read Write Own (00:57:06)

https://readwriteown.com/?utm_source=changelog&utm_medium=practicalai&utm_campaign=changelog

21. AI assisted creativity (00:58:28)

22. AI's influence on the next generation (01:01:49)

23. AI is just another tool (01:03:54)

24. Concerns of Smart Phone addiction (01:07:05)

25. Celebrity photos (01:12:38)

26. Origins of Jiujitsu (01:14:02)

27. Future of AI in workflows (01:16:21)

28. The generational shift (01:19:08)

29. This was a good conversation (01:20:44)

30. Listener suggestion (01:21:33)

31. Something new is coming! (01:22:22)