Recent content by dylanonrobot

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 useful tools. Define what a good result looks like before changing tools or settings, then test one variable at a time so you...

For ROS & ROS2 knowledge guide: improving cost control, I would separate the problem into setup, output quality and repeatability. ros and ros2 fits into that because it can change the result quite a lot depending on the workflow. The original point — "For ROS & ROS2, it helps to think in terms...

For Perplexity, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is creative uses. 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...