Artificial Intelligence
Artificial intelligence, machine learning, and the systems that make emerging capabilities usable in high-consequence environments.
AI, as I use the term here, covers machine learning, large language models, multi-agent systems, and the broader class of technologies that learn from data or reason over it. My interest is less in what these systems can do in isolation and more in what it takes to integrate them responsibly — with evaluation, governance, and a clear view of what they should not be asked to decide. This is why I focus so much on RAG patterns that keep model behavior grounded in evidence.