Unconventional SU(N) magnetism with the alkaline earth atoms and chiral spin liquids Certain cold atoms, namely those whose electronic degrees of freedom are decoupled from their nuclear spin, and in particular, all the alkaline earth atoms, can be thought of as quantum particles with an SU(N)-symmetric spin. We show that the Mott insulator of such cold atoms is an SU(N)-symmetric antiferromagnet of the type previously not studied in the literature. We further show that in two dimensions, this antiferromagnet is a chiral spin liquid, a long sought-after topological state of magnets, with fractional and non-Abelian excitations.