Rational simple connectedness is an algebro-geometric analogue of simple connectedness replacing continuous maps from the unit interval with morphisms from the projective line. Using this notion, de Jong, He and I proved the "split case" of Serre's "Conjecture II" for function fields of surfaces over an algebraically closed field: every principal bundle over a surface for a semisimple, simply connected algebraic group has a rational section. In particular, the split case implies the E8 case. Combined work of Merkurjev-Suslin, Ojanguren-Parimala, Colliot-Th\'el\`ene - Gille - Parimala and Gille reduced the general case of Serre's Conjecture II for function fields to the E8 case. Thus Serre's Conjecture II is now settled for function fields of surfaces over an algebraically closed field. I will explain rational simple connectedness and how it applies to Serre's Conjecture II.