Recent content by matrixjames

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

For General AI Video Generation, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is customisation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually improved...