Practical AI – Episode #287
Pausing to think about scikit-learn & OpenAI o1
get Fully-Connected with Daniel & Chris
Recently the company stewarding the open source library scikit-learn announced their seed funding. Also, OpenAI released “o1” with new behavior in which it pauses to “think” about complex tasks. Chris and Daniel take some time to do their own thinking about o1 and the contrast to the scikit-learn ecosystem, which has the goal to promote “data science that you own.”
Featuring
Sponsors
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Notes & Links
- Probabl seed funding announcement
- OpenAI o1 announcement
- Purdue Data4Good competition
- MLOps Community homepage and Slack workspace
- Latent Space homepage and Discord server
Join the Practical AI community — it’s free! Connect with us in the #practicalai Slack channel. The community is here for you as a place to below, to bounce ideas around, or to get feedback on a conference to attend or talk you’d like to give.
Chapters
| Chapter Number | Chapter Start Time | Chapter Title | Chapter Duration |
| 1 | 00:00 | Welcome to Practical AI | 00:37 |
| 2 | 00:48 | Sponsor: Assembly AI | 03:26 |
| 3 | 04:21 | Filtering throigh the noise | 06:13 |
| 4 | 10:33 | Probabl seed funding | 03:24 |
| 5 | 13:57 | scikit-learn | 03:54 |
| 6 | 18:01 | Sponsor: Fly.io | 03:06 |
| 7 | 21:29 | OpenAI o1 | 04:20 |
| 8 | 25:49 | Latency vs reasoning | 10:25 |
| 9 | 36:33 | Sponsor: Speakeasy | 00:53 |
| 10 | 37:30 | o1's place in workflows | 06:05 |
| 11 | 43:34 | Probabl's manifesto | 03:01 |
| 12 | 46:35 | Learning resources | 02:30 |
| 13 | 49:05 | Outro | 01:05 |