Inspired by the stark performance gap between robots and living organisms, our research aims to advance machine intelligence through material design. We envision our efforts advancing innovations at the human-robot interface, while simultaneously ushering a new generation of autonomous machines capable of helping humanity tackle numerous healthcare, societal, and global challenges.