Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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121
Automating code optimization with LLMs

Automating code optimization with LLMs

Aug 29, 2023

You might have heard a lot about code generation tools using AI, but could LLMs and generative AI make our existing code better? In this episode, we sit down with Mike from TurinTech to hear about pra...

122
The new AI app stack

The new AI app stack

Aug 23, 2023

Recently a16z released a diagram showing the “Emerging Architectures for LLM Applications.” In this episode, we expand on things covered in that diagram to a more general mental model for the new AI a...

123
Blueprint for an AI Bill of Rights

Blueprint for an AI Bill of Rights

Aug 09, 2023

In this Fully Connected episode, Daniel and Chris kick it off by noting that Stability AI released their SDXL 1.0 LLM! They discuss its virtues, and then dive into a discussion regarding how the Unite...

124
Vector databases (beyond the hype)

Vector databases (beyond the hype)

Aug 01, 2023

There’s so much talk (and hype) these days about vector databases. We thought it would be timely and practical to have someone on the show that has been hands on with the various options and actually ...

125
There's a new Llama in town

There's a new Llama in town

Jul 25, 2023

It was an amazing week in AI news. Among other things, there is a new NeRF and a new Llama in town!!! Zip-NeRF can create some amazing 3D scenes based on 2D images, and Llama 2 from Meta promises to c...

126
Legal consequences of generated content

Legal consequences of generated content

Jul 18, 2023

As a technologist, coder, and lawyer, few people are better equipped to discuss the legal and practical consequences of generative AI than Damien Riehl. He demonstrated this a couple years ago by gene...

127
A developer's toolkit for SOTA AI

A developer's toolkit for SOTA AI

Jul 12, 2023

Chris sat down with Varun Mohan and Anshul Ramachandran, CEO / Cofounder and Lead of Enterprise and Partnership at Codeium, respectively. They discussed how to streamline and enable modern development...

128
Cambrian explosion of generative models

Cambrian explosion of generative models

Jul 06, 2023

In this Fully Connected episode, Daniel and Chris explore recent highlights from the current model proliferation wave sweeping the world - including Stable Diffusion XL, OpenChat, Zeroscope XL, and Sa...

129
Automated cartography using AI

Automated cartography using AI

Jun 28, 2023

Your feed might be dominated by LLMs these days, but there are some amazing things happening in computer vision that you shouldn’t ignore! In this episode, we bring you one of those amazing stories fr...

130
From ML to AI to Generative AI

From ML to AI to Generative AI

Jun 21, 2023

Chris and Daniel take a step back to look at how generative AI fits into the wider landscape of ML/AI and data science. They talk through the differences in how one approaches “traditional” supervised...

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