Recent content by visionjames

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

One thing worth trying with Understanding AI Security News: testing and performance is a controlled comparison around security and news. Use the same input for each test and note what changes in the output rather than judging from a single run. That should make it easier to tell whether the...