Posts tagged with "dgx-spark"

Can I Trust My AI?

I built a sycophancy benchmark for my local AI agent and compared it to frontier models. The biggest surprise wasn't the models — it was how much a simple behavioral layer changed honesty-under-pressure.

Closing the Loop: Running the Whole Agent Stack Locally

A 229B model and the full agentic loop — agent, memory, orchestration, inference — running on a $4,700 mini-PC instead of a cloud API. What I'm running, how I got there, and what I would buy if I bought again today.