Small x Physics: From HERA to LHC and beyond We summarize the lessons learned from QCD--based studies of hard scattering phenomena in high--energy $ep/pp$ collisions at HERA and Tevatron, with the aim of making predictions for the next generation of collider experiments (LHC, EIC). Phenomena reviewed include inclusive DIS at small x, exclusive and diffractive processes in ep and hadron--hadron scattering (`3D structure'' of the nucleon), as well as color transparency and nuclear shadowing effects. A unified treatment of these processes is possible using general QCD factorization theorems, and the correspondence between the ``partonic'' picture in the infinite--momentum frame and the ``dipole'' picture in the target rest frame, in which small color--singlet configurations in the projectile scatter from the target. A new dynamical effect predicted at high energies is the black body (unitarity) limit in the interaction of a small dipole with hadronic matter, due to the increase of the gluon density at small x. Signs of this effect can already be seen in diffractive interactions of gluon--gluon dipoles at maximum HERA energies. In ep scattering at higher energies, this effect leads to the disappearance of Bjorken scaling. In hadron--hadron scattering at LHC energies and beyond (cosmic ray physics), this effect will be a standard feature of the dynamics, with numerous implications for i) hadron production at forward and central rapidities in inelastic central pA and pp collisions, in particular events with new heavy particle production (Higgs, etc.), ii) pp elastic scattering, iii) heavy--ion collisions.