A tutorial on animating two characters in Cascadeur using physics tools is presented. It demonstrates scene setup, character posing, key framing, and applying Auto physics for smoother transitions. The process includes creating a common center of mass for both characters, ensuring realistic movements during interactions, and refining the animation for better results.