A sequence of works on depth reduction for arithmetic circuits has shown that good enough lower bounds for low depth arithmetic formulas (of depth three or four) would yield superpolynomial lower bounds for general arithmetic circuits. In this talk, we will present some lower bounds for homogeneous depth four arithmetic formulas.