Making games is hard. Making AAA games is close to impossible.
The world of AAA development revolves around big risks and potentially big rewards. It is not an investment, for publishers, so much as a gamble. The more money they put on the table, the more they can potentially make. A hit game can make hundreds of millions. The biggest hit games make closer to billions.