Research questionHow can continuum robots jointly reconstruct their shape and estimate multiple contact forces at unknown locations?A continuum robot may contact its environment at unknown points, and several contacts make force inference ill-conditioned. Safe navigation also depends on estimating the robot’s deformed shape from uncertain measurements.