Practical AI: Machine Learning, Data Science
Technology
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 standing up and leading two organizations in the United States Department of Defense (DoD) dedicated to fielding artificial intelligence capabilities: Project Maven and the DoD Joint AI Center (JAIC).
Together, Jack, Daniel & Chris dive into the fascinating details of Jack’s recent written testimony to the U.S. Senate’s AI Insight Forum on National Security, in which he provides the U.S. government with thoughtful guidance on how to achieve the best path forward with artificial intelligence.
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AI predictions for 2024
Open source, on-disk vector search with LanceDB
The state of open source AI
Suspicion machines ⚙️
The OpenAI debacle (a retrospective)
Generating product imagery at Shopify
AI trailblazers putting people first
Government regulation of AI has arrived
Self-hosting & scaling models
Deep learning in Rust with Burn 🔥
AI's impact on developers
Generative models: exploration to deployment
Automate all the UIs!
Fine-tuning vs RAG
Automating code optimization with LLMs
The new AI app stack
Blueprint for an AI Bill of Rights
Vector databases (beyond the hype)
There's a new Llama in town
Legal consequences of generated content
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