Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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151
Machine learning at small organizations

Machine learning at small organizations

Jan 17, 2023

Why is ML is so poorly adopted in small organizations (hint: it’s not because they don’t have enough data)? In this episode, Kirsten Lum from Storytellers shares the patterns she has seen in small org...

152
ChatGPT goes prime time!

ChatGPT goes prime time!

Jan 10, 2023

Daniel and Chris do a deep dive into OpenAI’s ChatGPT, which is the first LLM to enjoy direct mass adoption by folks outside the AI world. They discuss how it works, its effect on the world, ramificat...

153
NLP research by & for local communities

NLP research by & for local communities

Jan 03, 2023

While at EMNLP 2022, Daniel got a chance to sit down with an amazing group of researchers creating NLP technology that actually works for their local language communities. Just Zwennicker (Universitei...

154
SOTA machine translation at Unbabel

SOTA machine translation at Unbabel

Dec 13, 2022

José and Ricardo joined Daniel at EMNLP 2022 to discuss state-of-the-art machine translation, the WMT shared tasks, and quality estimation. Among other things, they talk about Unbabel’s innovations in...

155
AI competitions & cloud resources

AI competitions & cloud resources

Dec 07, 2022

In this special episode, we interview some of the sponsors and teams from a recent case competition organized by Purdue University, Microsoft, INFORMS, and SIL International. 170+ teams from across th...

156
Copilot lawsuits & Galactica "science"

Copilot lawsuits & Galactica "science"

Nov 29, 2022

There are some big AI-related controversies swirling, and it’s time we talk about them. A lawsuit has been filed against GitHub, Microsoft, and OpenAI related to Copilot code suggestions, and many peo...

157
Protecting us with the Database of Evil

Protecting us with the Database of Evil

Nov 16, 2022

Online platforms and their users are susceptible to a barrage of threats – from disinformation to extremism to terror. Daniel and Chris chat with Matar Haller, VP of Data at ActiveFence, a leader in i...

158
Hybrid computing with quantum processors

Hybrid computing with quantum processors

Nov 08, 2022

It’s been a while since we’ve touched on quantum computing. It’s time for an update! This week we talk with Yonatan from Quantum Machines about real progress being made in the practical construction o...

159
The practicalities of releasing models

The practicalities of releasing models

Nov 01, 2022

Recently Chris and Daniel briefly discussed the Open RAIL-M licensing and model releases on Hugging Face. In this episode, Daniel follows up on this topic based on some recent practical experience. Al...

160
AI adoption in large, well-established companies

AI adoption in large, well-established companies

Oct 26, 2022

This panel discussion was recorded at a recent event hosted by a company, Aryballe, that we previously featured on the podcast (#120). We got a chance to discuss the AI-driven technology transforming ...

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