Practical AI

Practical AI

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Episode (200)

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191
OpenAI and Hugging Face tooling

OpenAI and Hugging Face tooling

Dec 14, 2021

The time has come! OpenAI’s API is now available with no waitlist. Chris and Daniel dig into the API and playground during this episode, and they also discuss some of the latest tool from Hugging Face...

192
Friendly federated learning 🌼

Friendly federated learning 🌼

Dec 07, 2021

This episode is a follow up to our recent Fully Connected show discussing federated learning. In that previous discussion, we mentioned Flower (a “friendly” federated learning framework). Well, one of...

193
Technology as a force for good

Technology as a force for good

Dec 02, 2021

Here’s a bonus episode this week from our friends behind Me, Myself, and AI — a podcast on artificial intelligence and business, and produced by MIT Sloan Management Review and Boston Consulting Group...

194
AI-generated code with OpenAI Codex

AI-generated code with OpenAI Codex

Nov 30, 2021

Recently, GitHub released Copilot, which is an amazing AI pair programmer powered by OpenAI’s Codex model. In this episode, Natalie Pistunovich tells us all about Codex and helps us understand where i...

195
Zero-shot multitask learning

Zero-shot multitask learning

Nov 24, 2021

In this Fully-Connected episode, Daniel and Chris ponder whether in-person AI conferences are on the verge of making a post-pandemic comeback. Then on to BigScience from Hugging Face, a year-long rese...

196
Analyzing the 2021 AI Index Report

Analyzing the 2021 AI Index Report

Nov 10, 2021

Each year we discuss the latest insights from the Stanford Institute for Human-Centered Artificial Intelligence (HAI), and this year is no different. Daniel and Chris delve into key findings and discu...

197
Photonic computing for AI acceleration

Photonic computing for AI acceleration

Nov 02, 2021

There are a lot of people trying to innovate in the area of specialized AI hardware, but most of them are doing it with traditional transistors. Lightmatter is doing something totally different. They’...

198
Eureka moments with natural language processing

Eureka moments with natural language processing

Oct 26, 2021

When is the last time you had a eureka moment? Chris had a chat with Nicholas Mohnacky, CEO and Cofounder of bundleIQ, where they use natural language processing algorithms like GPT-3 to connect your ...

199
🌍 AI in Africa - Makerere AI Lab

🌍 AI in Africa - Makerere AI Lab

Oct 19, 2021

This is the first episode in a special series we are calling the “Spotlight on AI in Africa”. To kick things off, Joyce and Mutembesa from Makerere University’s AI Lab join us to talk about their amaz...

200
Federated Learning 📱

Federated Learning 📱

Oct 12, 2021

Federated learning is increasingly practical for machine learning developers because of the challenges we face with model and data privacy. In this fully connected episode, Chris and Daniel dive into ...

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