Rob Kerr's Blog

Running OpenAI’s GPT-OSS-20B Locally with Open WebUI (Full Setup Guide)

In this hands-on walkthrough, I’ll show you how to set up Open WebUI with OpenAI’s GPT-OSS-20B — a 20-billion-parameter open model — running locally inside Docker.

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).

OpenAI Atlas browser has launched and could change everything. Is it the real deal?

I’ve been experimenting with OpenAI’s new Atlas browser, and today I’m going to share some of the things I’ve been doing with it, my thoughts about Atlas, and whether I plan to switch to Atlas and use it as my default way to experience the Internet.

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.

Configure Azure Entra SSO to Snowflake

Enterprises rely on Azure and Snowflake, and must balance security with user experience. Federated identities enable seamless SSO across providers, strengthening security while simplifying access.

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