Recent content by samtalks

I wanted to start a broader workflow comparison thread around AI CPUs & NPUs. A useful angle is collaboration, but it also connects with automation. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...

For AI Avatars, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is evaluation. 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 the outcome. Another...