Why not take some of the discrete components out and introduce another cpu to handle both video and sound? it would make the design much simpler and programming

Why not take some of the discrete components out and introduce another cpu to handle both video and sound? it would make the design much simpler and programming easier overall. Also, why not use a more capable cpu with more embedded ram? These things are very cheap nowadays.