Rob Kerr's Blog

Today’s Frontier Model Race Mirrors Early Internet and Smartphone Eras

AI is in its early days of adoption and platform realization. Despite the noise surrounding model benchmarks, context window sizes, and chat interfaces, the real platform shift hasn’t happened yet.

Building a GraphRAG App: Concepts, Code, and Demo

In this post we’re going to talk about GraphRag — one of the techniques we can use to add knowledge to the context of a large language model prompt. We'll go through the concepts, theory, and end with a video walk-through of a fully functional full-stack GraphRAG application.

NVIDIA DGX Spark is the data-center AI lab that fits on your desk, but is it right for you?

I recently added a DGX Spark to my lab and have been putting it through its paces. In this video, I'll unpack what the DGX Spark actually is, why NVIDIA built it, and who it’s really for (and who it isn’t for).

Building Scalable Generative AI Teams: A Framework for success

Enterprise success with Generative AI requires more than building models—it demands a cross-functional team that unites innovation, governance, and ROI. Learn how to structure full-stack AI teams that deliver scalable, sustainable business impact.

Should I use Azure ML or Fabric Data Science?

Microsoft is a leader in enterprise-focused AI and Data Science tools and platforms. However, it can be confusing to choose between services that have overlapping feature sets. What factors are important to consider when choosing between Fabric and Azure Machine Learning?

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