The academic literature has a problem in that it is relatively incoherent. Each new paper provides some small advance, with only a meager indication of how it fits into the known science in the area, its importance, and its consistency with previous results. It also remains in the corpus if later publications disprove its results or fail to replicate them. Only slowly do the aggregate of published results find their way into more systematic and complete authoritative texts.

AI promises to solve this problem by absorbing the entire corpus quickly and making a coherent whole available for further research and progress. It will be particularly useful if it can immediately flag any conflicts and inconsistencies, as well as any new relationships with other results not indicated in citations.