Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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121
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...

122
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...

123
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...

124
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...

125
AI trends: a Latent Space crossover

AI trends: a Latent Space crossover

Jun 14, 2023

Daniel had the chance to sit down with @swyx and Alessio from the Latent Space pod in SF to talk about current AI trends and to highlight some key learnings from past episodes. The discussion covers o...

126
Accidentally building SOTA AI

Accidentally building SOTA AI

Jun 06, 2023

Lately.AI has been working for years on content generation systems that capture your unique “voice” and are tailored to your unique audience. At first, they didn’t know that they were going to build a...

127
Controlled and compliant AI applications

Controlled and compliant AI applications

May 31, 2023

You can’t build robust systems with inconsistent, unstructured text output from LLMs. Moreover, LLM integrations scare corporate lawyers, finance departments, and security professionals due to halluci...

128
Data augmentation with LlamaIndex

Data augmentation with LlamaIndex

May 23, 2023

Large Language Models (LLMs) continue to amaze us with their capabilities. However, the utilization of LLMs in production AI applications requires the integration of private data. Join us as we have a...

129
Creating instruction tuned models

Creating instruction tuned models

May 16, 2023

At the recent ODSC East conference, Daniel got a chance to sit down with Erin Mikail Staples to discuss the process of gathering human feedback and creating an instruction tuned Large Language Models ...

130
The last mile of AI app development

The last mile of AI app development

May 11, 2023

There are a ton of problems around building LLM apps in production and the last mile of that problem. Travis Fischer, builder of open AI projects like @ChatGPTBot, joins us to talk through these probl...

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