In robotics innovation, the inspiration to create something new often arises from trying the opposite of what is already known. By initially focusing on the energy of bouncing and later realizing the importance of balance, advancements are made in creating robots that mimic human movements. The speaker highlights the need to push boundaries in robotics manipulation by moving beyond static grasping towards more dynamic and human-like manipulation abilities.