The NBS-Gaithersburg experiments on laser deceleration and cooling of atomic beams are reviewed. The laser-cooling process is presented as an example of « lumino-refrigeration » by optical pumping originally proposed by Kastler. Prospects for using laser-cooled atoms in magnetostatic or radiative atom traps are discussed.