Latent Space: The AI Engineer Podcast

[Practical AI] AI Trends: a Latent Space x Practical AI crossover pod!

Jul 2, 2023

01:00:19

Creator website

Episode guests

Dan Whitenack

Highlights

AI Chapters

Episode notes

The Marketplace of Problems and AI Engineering Challenges

01:21

Metaflow: A Python Package for Full Stack Data Science Modeling

01:20

Masakane: Grassroots African NLP Researchers and Technology Impact

01:01

The Importance of Model-Centric Approaches in Custom AI Solutions

01:28

Introduction

3min

Dan Whiteneck on the Future of AI

2min

The Early Days of Practical AI

5min

AI for Africa: A Review

2min

How to Be the First to Report in Something Major

2min

The Life Cycle of a Machine Learning Project

3min

The Evolution of MLOps Into LLMOps

5min

The Future of Model Generation

2min

The Pros and Cons of Mode Collapse

2min

10.

Masakane: A Grassroots Organization of African NLP Researchers

4min

11.

How to Stay on Top of Models

2min

12.

MPT 7B: A New Language Model

2min

13.

The Importance of Keeping Models Open

6min

14.

The Future of Intuition

2min

15.

The Unique Challenges for AI Engineers

2min

16.

The Non-Deterministic System and Data Science

2min

17.

The Importance of UX in Chat GPT

2min

18.

The Evolution of Data Saturation

2min

19.

How to Fine Tune Generative AI Models With Human Feedback

3min

20.

Scale Wins Everything

2min

21.

How to Mix Up Public Data to Make Your Model Better

6min

22.

The Unsolved Questions in AI

2min

Part 2 of our podcast feed swap weekend! Check out Cognitive Revolution as well.

"Data" Dan Whitenack has been co-host of the Practical AI podcast for the past 5 years, covering full journey of the modern AI wave post Transformers.

He joined us in studio to talk about their origin story and highlight key learnings from past episodes, riff on the AI trends we are all seeing as AI practitioner-podcasters, and his passion for low-resource-everything!

Subscribe on the Changelog, RSS, Apple Podcasts, Twitter, Mastodon, and wherever fine podcasts are sold!

Show notes

* Daniel Whitenack – Twitter, GitHub, Website

* Featured Latent Space episodes:

* Featured Practical AI episodes:

* From notebooks to Netflix scale with Metaflow

* Capabilities of LLMs 🤯