# AI is more than GenAI

An episode of [Practical AI](https://invisiblenetwork.ai/podcast/1406537385), 5 Sep 2024, 40 min.

Audio: https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/ba93c83c/515129a7.mp3

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: • scikit-learn • AutoML in Google Cloud Upcoming Events: • Register for upcoming webinars here!

## Chapters

- 0:00 Welcome to Practical AI
- 0:47 Sponsor: Speakeasy
- 1:47 Show rundown
- 2:43 AI ≠ Generative AI
- 3:34 Tour of AI ML history
- 4:45 1st phase of ML
- 6:12 Parameterized software functions
- 9:42 Forming the model
- 12:58 Foundation models
- 19:22 1st aside
- 22:48 2nd aside
- 25:15 Most recent phase
- 28:51 Current state of AI
- 32:05 Still efficient
- 33:45 Role specific models
- 35:00 Combination of models
- 36:06 It's not fairy dust
- 37:18 Wrapping up
- 39:16 Outro

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