In this paper we motivate how personal knowledge models can make knowledge workers more productive. The external representation can help him to tackle typical cognitive limits. They do so by allowing a knowledge worker to efficiently and effectively model her or his personal knowledge in a mix of informal and formal knowledge. As a result, more knowledge can be re-used cheaper and hopefully more complex problems can be tackled.