Flavor changing radiative decays of the b-quark have long been considered a key channel to search for physics beyond the Standard Model. Unfortunately, the theoretical uncertainty in the rate of such decays places a limit on the precision to which the Standard Model can be tested. Although the rate of, for instance, b to s gamma is subject to QCD related theoretical uncertainties, the Standard Model polarization of the photon produced in this decay is cleanly predicted. Thus, observables sensitive to the polarization of the photon may indicate the presence of new physics even if the rate is within the bounds predicted by the Standard Model. In this talk I will discuss which polarization dependent observables may be measured experimentally, the new physics which could give rise to such signals, the resent experimental results in this area and suggest how the statistics of such results may be improved.