Giulio Ruffini develops an algorithmic account of agents, structured experience, and world-model construction. Connecting compression, symmetry, dynamical systems, subjective time, and first-person structure, he argues that mathematical models organize experience and considers the ethical consequences of extending agenthood and valence beyond humans.