A process for preparing silicone-containing polymers comprises free-radical polymerization of one or more ethylenically unsaturated organic monomers in the presence of copper-free free-radical initiator and one or more polymerization regulators, wherein a polymerization regulator is a silicone which contains at least one aldehyde group.