Practical AI: Machine Learning, Data Science
Technology
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 in generative AI and large language models (LLMs). Their new tool, Codeium, was born out of the insights they gleaned from their work in GPU software and solutions development, particularly with respect to generative AI, large language models, and supporting infrastructure. Codium is a free AI-powered toolkit for developers, with in-house models and infrastructure - not another API wrapper.
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Timestamps:
(00:00) - Welcome to Practical AI
(00:43) - Hello Codeium
(01:31) - Varun's background
(03:21) - Anshul's background
(04:59) - Codeium's reason
(07:26) - Increasing GPU demands
(10:10) - Landing on the wave
(11:01) - Riding the wave
(13:45) - Codeium and Copilot
(15:59) - From help to Codeium
(17:35) - What made Codeium stand out?
(20:30) - How Codeium delivers a better UX
(23:54) - Privacy concerns
(27:56) - The practicality of Codeium
(31:13) - What users do
(35:56) - Where generative AI is headed
(40:52) - Goodbye
(41:15) - Outro
AI in the U.S. Congress
First impressions of GPT-4o
Full-stack approach for effective AI agents
Autonomous fighter jets?!
Private, open source chat UIs
Mamba & Jamba
Udio & the age of multi-modal AI
RAG continues to rise
Should kids still learn to code?
AI vs software devs
Prompting the future
Generating the future of art & entertainment
YOLOv9: Computer vision is alive and well
Representation Engineering (Activation Hacking)
Leading the charge on AI in National Security
Gemini vs OpenAI
Data synthesis for SOTA LLMs
Large Action Models (LAMs) & Rabbits 🐇
Collaboration & evaluation for LLM apps
Advent of GenAI Hackathon recap
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