Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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111
The OpenAI debacle (a retrospective)

The OpenAI debacle (a retrospective)

Nov 29, 2023

Daniel & Chris conduct a retrospective analysis of the recent OpenAI debacle in which CEO Sam Altman was sacked by the OpenAI board, only to return days later with a new supportive board. The events a...

112
Generating product imagery at Shopify

Generating product imagery at Shopify

Nov 21, 2023

Shopify recently released a Hugging Face space demonstrating very impressive results for replacing background scenes in product imagery. In this episode, we hear the backstory technical details about ...

113
AI trailblazers putting people first

AI trailblazers putting people first

Nov 14, 2023

According to Solana Larsen: “Too often, it feels like we have lost control of the internet to the interests of Big Tech, Big Data — and now Big AI.” In the latest season of Mozilla’s IRL podcast (edit...

114
Government regulation of AI has arrived

Government regulation of AI has arrived

Nov 07, 2023

On Monday, October 30, 2023, the U.S. White House issued its Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence. Two days later, a policy paper was iss...

115
Self-hosting & scaling models

Self-hosting & scaling models

Oct 31, 2023

We’re excited to have Tuhin join us on the show once again to talk about self-hosting open access models. Tuhin’s company Baseten specializes in model deployment and monitoring at any scale, and it wa...

116
Deep learning in Rust with Burn 🔥

Deep learning in Rust with Burn 🔥

Oct 24, 2023

It seems like everyone is interested in Rust these days. Even the most popular Python linter, Ruff, isn’t written in Python! It’s written in Rust. But what is the state of training or inferencing deep...

117
AI's impact on developers

AI's impact on developers

Oct 20, 2023

Chris & Daniel are out this week, so we’re bringing you a panel discussion from All Things Open 2023 moderated by Jerod Santo (Practical AI producer and co-host of The Changelog) and featuring keynote...

118
Generative models: exploration to deployment

Generative models: exploration to deployment

Oct 03, 2023

What is the model lifecycle like for experimenting with and then deploying generative AI models? Although there are some similarities, this lifecycle differs somewhat from previous data science practi...

119
Automate all the UIs!

Automate all the UIs!

Sep 20, 2023

Dominik Klotz from askui joins Daniel and Chris to discuss the automation of UI, and how AI empowers them to automate any use case on any operating system. Along the way, the trio explore various appr...

120
Fine-tuning vs RAG

Fine-tuning vs RAG

Sep 06, 2023

In this episode we welcome back our good friend Demetrios from the MLOps Community to discuss fine-tuning vs. retrieval augmented generation. Along the way, we also chat about OpenAI Enterprise, resul...

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