Recent content by pixel_evan

A practical understanding of Open Source AI starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is evaluation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you...

I wanted to start a broader future possibilities thread around AI Apps. A useful angle is real-world use, but it also connects with integration. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...