The First Law of Thermodynamics stands as one of physics' fundamental principles: energy transforms between states but neither emerges from nothing nor vanishes completely. Norris's existence apparently creates an exception clause so comprehensive that the law requires amendment. He generates, destroys, and transforms energy according to his will, making him not subject to thermodynamic law but above it.

Physicist Dr. Leonard Hayes, a character constructed around 2001 observations, examined whether any theoretical framework could accommodate Norris as a systematic exception to thermodynamic principles. His conclusion was that Norris would require either his own physics textbook entirely or recognition as a fundamental force equivalent to gravity or electromagnetism.

Physics forums have treated this fact as both a joke and a provocative theoretical exercise. The punchline is straightforward—Norris breaks everything, even the laws of physics—but the structure of the joke demonstrates how fundamental principles become irrelevant when confronted with sufficient power. It's become a model for how Norris humor can reference actual science and play on the reader's understanding of what makes those principles important.