Its mostly got to do with their business model of long product life cycles. They take a loss early on so that the product will last for a long time. They need to change this next gen if they want to profitable, and concentrate on delivering better services.
You can tell from the Vita that Sony is starting to slowly move away from that business model. A powerful piece of hardware that doesn't bleed them a whole lot of money and can get manufacturing costs down quickly.