Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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101
Leading the charge on AI in National Security

Leading the charge on AI in National Security

Feb 20, 2024

Chris & Daniel explore AI in national security with Lt. General Jack Shanahan (USAF, Ret.). The conversation reflects Jack’s unique background as the only senior U.S. military officer responsible for ...

102
Gemini vs OpenAI

Gemini vs OpenAI

Feb 14, 2024

Google has been releasing a ton of new GenAI functionality under the name “Gemini”, and they’ve officially rebranded Bard as Gemini. We take some time to talk through Gemini compared with offerings fr...

103
Data synthesis for SOTA LLMs

Data synthesis for SOTA LLMs

Feb 06, 2024

Nous Research has been pumping out some of the best open access LLMs using SOTA data synthesis techniques. Their Hermes family of models is incredibly popular! In this episode, Karan from Nous talks a...

104
Large Action Models (LAMs) & Rabbits 🐇

Large Action Models (LAMs) & Rabbits 🐇

Jan 30, 2024

Recently the release of the rabbit r1 device resulted in huge interest in both the device and “Large Action Models” (or LAMs). What is an LAM? Is this something new? Did these models come out of nowhe...

105
Collaboration & evaluation for LLM apps

Collaboration & evaluation for LLM apps

Jan 23, 2024

Small changes in prompts can create large changes in the output behavior of generative AI models. Add to that the confusion around proper evaluation of LLM applications, and you have a recipe for conf...

106
Advent of GenAI Hackathon recap

Advent of GenAI Hackathon recap

Jan 17, 2024

Recently, Intel’s Liftoff program for startups and Prediction Guard hosted the first ever “Advent of GenAI” hackathon. 2,000 people from all around the world participated in Generate AI related challe...

107
AI predictions for 2024

AI predictions for 2024

Jan 10, 2024

We scoured the internet to find all the AI related predictions for 2024 (at least from people that might know what they are talking about), and, in this episode, we talk about some of the common theme...

108
Open source, on-disk vector search with LanceDB

Open source, on-disk vector search with LanceDB

Dec 19, 2023

Prashanth Rao mentioned LanceDB as a stand out amongst the many vector DB options in episode #234. Now, Chang She (co-founder and CEO of LanceDB) joins us to talk through the specifics of their open s...

109
The state of open source AI

The state of open source AI

Dec 12, 2023

The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we a...

110
Suspicion machines ⚙️

Suspicion machines ⚙️

Dec 05, 2023

In this enlightening episode, we delve deeper than the usual buzz surrounding AI’s perils, focusing instead on the tangible problems emerging from the use of machine learning algorithms across Europe....

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