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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Legal consequences of generated content
A developer's toolkit for SOTA AI
Cambrian explosion of generative models
Automated cartography using AI
From ML to AI to Generative AI
AI trends: a Latent Space crossover
Accidentally building SOTA AI
Controlled and compliant AI applications
Data augmentation with LlamaIndex
Creating instruction tuned models
The last mile of AI app development
Large models on CPUs
Causal inference
Capabilities of LLMs 🤯
Computer scientists as rogue art historians
Accelerated data science with a Kaggle grandmaster
Explainable AI that is accessible for all humans
AI search at You.com
End-to-end cloud compute for AI/ML
Success (and failure) in prompting
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