Deep-dive into DeepSeek

Practical AI: Machine Learning, Data Science, LLM

There is crazy hype and a lot of confusion related to DeepSeek’s latest model DeepSeek R1. The products provided by DeepSeek (their version of a ChatGPT-like app) has exploded in popularity. However, ties to China have raised privacy and geopolitical concerns. In this episode, Chris and Daniel cut through the hype to talk about the model, privacy implications, running DeepSeek models securely, and what this signals for open models in 2025.

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Sponsors:

• Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.
• Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products.

Featuring:

• Chris Benson – Website, GitHub, LinkedIn, X
• Daniel Whitenack – Website, GitHub, X

Show Notes:

• Daniel’s blog post on DeepSeek
• DeepSeek R1 on Hugging Face
• DeepSeek
• The Illustrated DeepSeek-R1 by Jay Alammar

Something missing or broken? PRs welcome!

فصول

1. Welcome to Practical AI (00:00:00)

2. Fully connected (00:00:44)

3. DeepSeek R1 (00:02:51)

4. "Some Chinese startup" (00:05:43)

5. Using it (00:08:18)

6. Sponsor: Notion (00:15:40)

http://notion.com/changelog

7. Security (00:17:56)

8. Not all DeepSeek code (00:25:16)

9. Reservations (00:27:29)

10. Bias (00:28:36)

11. Sponsor: Domo (00:31:43)

https://ai.domo.com

12. Technicalities (00:33:04)

13. Creative training (00:38:49)

14. Distilled versions (00:40:47)

15. The real impact (00:43:38)

16. Outro (00:49:33)