Recent content by owlevie

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

I think approach and advanced is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. That should make it easier to tell whether the change is actually helping.

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