Data processing by AI is only one element of the ambient noise if the robotic arm itself does not have the necessary physical capabilities.
One can train an AI to recognize an egg millions of times, but if the robot’s actuators do not allow for gentle grasping, the egg will be broken.
The real question is the mechanical discipline, not just visual identification.
What is controllable is the hardware design of the hand, its sensors, and its force feedback.