The complexity of modern global challenges requires new approaches to joint understanding and unified reasoning. As data moves increasingly openly than ever before, the quality of our conversations and shared knowledge gets increasingly crucial. The foundation of effective cumulative understanding depends on our capacity to engage in sense-making