The ΛCDM model has been remarkably successful in explaining the large scale structure of the Universe, but it fails to accommodate the observations on galactic scales. In this talk, I will review recent developments of a new dark matter theory, self-interacting dark matter(SIDM). I will show that SIDM can pr! ovide a consistent solution to the small-scale issues across all scales, even though individual systems exhibit a wide diversity in their properties.