Adiabatic quantum computation evolves H(s) = (1−s)H_driver + s·H_problem. The key challenge: the spectral gap Δ(s) may close at a quantum phase transition, causing Landau-Zener diabatic excitations with probability P_LZ = exp(−πΔ²/2v̇) where v̇ is the sweep rate.