Although practical limitations prevent using collisions between atoms in a gas to compute, the fact that atomic collisions in principle allow computation implies that the long-term future of a gas of atoms is intrinsically unpredictable. The halting problem (see chapter 2) foils not only conventional digital computers but any system capable of performing digital logic. Since colliding atoms intrinsically perform digital logic, their long-term future behavior is uncomputable.