Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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101
AI predictions for 2024

AI predictions for 2024

Jan 10, 2024

We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common theme...

102
Open source, on-disk vector search with LanceDB

Open source, on-disk vector search with LanceDB

Dec 19, 2023

Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open s...

103
The state of open source AI

The state of open source AI

Dec 12, 2023

The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we a...

104
Suspicion machines ⚙️

Suspicion machines ⚙️

Dec 05, 2023

In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe....

105
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...

106
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 ...

107
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...

108
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...

109
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...

110
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...

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