Practical AI: Machine Learning, Data Science
Technology:Software How-To
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 United States, European Union, and other entities are approaching governance of AI through new laws and legal frameworks. In particular, they review the White House’s approach, noting the potential for unexpected consequences.
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Timestamps:
(00:00) - Welcome to Practical AI
(00:43) - We're fully connected
(01:41) - DIY Superconductor
(06:18) - Stable Diffusion XL 1.0
(09:40) - Minimum requirements
(11:19) - LLama2s
(12:24) - Water from a poisoned well
(14:58) - Sponsor: Changelog News
(16:07) - Policy makers
(17:12) - Letter to the EU
(20:55) - Fear on both sides
(23:53) - AI Bill of Rights
(28:52) - Human alternatives
(32:33) - AIRC compliance
(37:08) - Learning resources
(40:19) - Next adventure
(40:53) - Outro
Rise of the AI PC & local LLMs
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
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