Recent content by benriver

I have been exploring AI APIs and wanted to ask people who have tried it in practice. I am particularly interested in cost control and learning curve. I would like to compare approaches that people have actually used rather than just theoretical suggestions. Which approach would you recommend...

The point about luma and dream is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. That way you can improve the workflow without losing track of what caused the improvement.

A practical understanding of Hailuo AI starts with knowing what the system does well, where it is unreliable, and how to validate the result. 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...