Practical AI

Practical AI

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Episode (200)

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71
Pausing to think about scikit-learn & OpenAI o1

Pausing to think about scikit-learn & OpenAI o1

Sep 17, 2024

Recently the company stewarding the open source library scikit-learn announced their seed funding. Also, OpenAI released “o1” with new behavior in which it pauses to “think” about complex tasks. Chris...

72
Cybersecurity in the GenAI age

Cybersecurity in the GenAI age

Sep 11, 2024

Dinis Cruz drops by to chat about cybersecurity for generative AI and large language models. In addition to discussing The Cyber Boardroom, Dinis also delves into cybersecurity efforts at OWASP and th...

73
AI is more than GenAI

AI is more than GenAI

Sep 05, 2024

GenAI is often what people think of when someone mentions AI. However, AI is much more. In this episode, Daniel breaks down a history of developments in data science, machine learning, AI, and GenAI i...

74
Metrics Driven Development

Metrics Driven Development

Aug 29, 2024

How do you systematically measure, optimize, and improve the performance of LLM applications (like those powered by RAG or tool use)? Ragas is an open source effort that has been trying to answer this...

75
Threat modeling LLM apps

Threat modeling LLM apps

Aug 22, 2024

If you have questions at the intersection of Cybersecurity and AI, you need to know Donato at WithSecure! Donato has been threat modeling AI applications and seriously applying those models in his day...

76
Only as good as the data

Only as good as the data

Aug 14, 2024

You might have heard that “AI is only as good as the data.” What does that mean and what data are we talking about? Chris and Daniel dig into that topic in the episode exploring the categories of data...

77
Gaudi processors & Intel's AI portfolio

Gaudi processors & Intel's AI portfolio

Aug 07, 2024

There is an increasing desire for and effort towards GPU alternatives for AI workloads and an ability to run GenAI models on CPUs. Ben and Greg from Intel join us in this episode to help us understand...

78
Broccoli AI at its best 🥦

Broccoli AI at its best 🥦

Jul 31, 2024

We discussed “🥦 Broccoli AI” a couple weeks ago, which is the kind of AI that is actually good/healthy for a real world business. Bengsoon Chuah, a data scientist working in the energy sector, joins ...

79
Hyperventilating over the Gartner AI Hype Cycle

Hyperventilating over the Gartner AI Hype Cycle

Jul 24, 2024

This week Daniel & Chris hang with repeat guest and good friend Demetrios Brinkmann of the MLOps Community. Together they review, debate, and poke fun at the 2024 Gartner Hype Cycle chart for Artifici...

80
The first real-time voice assistant

The first real-time voice assistant

Jul 18, 2024

In the midst of the demos & discussion about OpenAI’s GPT-4o voice assistant, Kyutai swooped in to release the first real-time AI voice assistant model and a pretty slick demo (Moshi). Chris & Daniel ...

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