This white paper outlines the current state of robotics development in the era of Physical AI, highlighting the importance of "Robot Data" for AI training and evaluation, as well as "Robot Safety" for evaluating and ensuring operational safety. Furthermore, it introduces Elith's initiatives to build a continuous model improvement cycle by feeding back weaknesses identified through safety evaluations into data development.