This lecture explores the applications of dynamic tools for understanding living systems, focusing on the signatures of oscillations, time, hysteresis, and feedback loops in biological systems. The instructor presents computational searches, dynamical signatures, and evidence for refractory period stabilization and period skipping in cell cycle control and neuronal systems.