AI is more than GenAI

Practical AI

Content provided by Changelog Media and Practical AI LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Changelog Media and Practical AI LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

1+ y ago 40:03

MP3•Episode home

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI in this episode to give listeners a better mental model. Don’t miss this one if you are wanting to understand the AI ecosystem holistically and how models, embeddings, data, prompts, etc. all fit together.

Sponsors:

Speakeasy – Production-ready, enterprise-resilient, best-in-class SDKs crafted in minutes. Speakeasy takes care of the entire SDK workflow to save you significant time, delivering SDKs to your customers in minutes with just a few clicks! Create your first SDK for free!

Featuring:

Daniel Whitenack – Website, GitHub, X

Show Notes:

Upcoming Events:

Chapters

1. Welcome to Practical AI (00:00:00)

2. Sponsor: Speakeasy (00:00:48)

https://speakeasy.com/

3. Show rundown (00:01:47)

4. AI ≠ Generative AI (00:02:44)

5. Tour of AI ML history (00:03:34)

6. 1st phase of ML (00:04:45)

7. Parameterized software functions (00:06:12)

8. Forming the model (00:09:43)

9. Foundation models (00:12:59)

10. 1st aside (00:19:23)

11. 2nd aside (00:22:49)

12. Most recent phase (00:25:16)

13. Current state of AI (00:28:51)

14. Still efficient (00:32:06)

15. Role specific models (00:33:46)

16. Combination of models (00:35:01)

17. It's not fairy dust (00:36:06)

18. Wrapping up (00:37:19)

19. Outro (00:39:17)

343 episodes

#Artificial Intelligence #Changelog #Machine Learning #Deep Learning #Neural Networks #Computer Vision #Changelog Media #Tech