Testing Substellar Models with Keck LGS AO Dynamical Masses Trent Dupuy (IfA/Hawaii) Substellar theoretical models are now widely used in many areas of active research, from the determination of the IMF to the characterization of directly imaged planets. However, despite their extensive use, these models have not been tested over much of the relevant parameter space. We are using Keck laser guide star adaptive optics (LGS AO) to monitor the orbits of brown dwarf binaries, thereby measuring dynamical masses and providing the strongest tests of substellar models to date. Our program has already doubled the number of brown dwarfs with dynamical masses, extending such measurements to much lower temperatures than previous work. We find that theoretical models harbor significant systematic errors as they do not accurately reproduce observed colors or temperatures. Also, model luminosities may be under predicted by a factor of ~2-3, and thus model-derived masses for directly imaged planets and the IMF may be too high. Infrared parallaxes from our CFHT/WIRCam astrometric program will be essential for extending mass measurements to a larger sample of binaries. This growing sample of brown dwarf binaries is beginning to provide novel tests of star/brown dwarf formation models as, for example, the observed eccentricity distribution can already discriminate between different brown dwarf formation models.