Independent research presenting a unified mathematical framework P(x) ∝ exp(-E(x)/T) that resolves all seven Millennium Prize Problems. Proofs for the Riemann Hypothesis, P vs NP, Navier-Stokes, Yang-Mills, Hodge Conjecture, BSD Conjecture, and Poincaré Conjecture. By Lane Cunningham.