 His plans for future research are focused on the integration of semantics into statistical approaches to computational linguistics.McAllester has voiced concerns about the potential dangers of artificial intelligence, stating in an article to the Pittsburgh Tribune-Review that it is inevitable that fully automated intelligent machines will be able to design and build smarter, better versions of themselves, an event known as the Singularity.The Singularity would enable machines to become infinitely intelligent, and would pose an "incredibly dangerous scenario".