Recent content by tech_callum

When working with GPUs, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is collaboration. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...

For AI tutorial: how to improve prompt design with AI APIs, I would separate the problem into setup, output quality and repeatability. step and prompt fits into that because it can change the result quite a lot depending on the workflow. It is usually easier to troubleshoot when each change is...

A practical understanding of Machine Learning starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is quality versus speed. Define what a good result looks like before changing tools or settings, then test one variable at a...