Rapid Reviews: COVID-19 brings together urgency and scientific rigor so the world’s researchers can quickly disseminate new discoveries that the public can trust. Amy Brand (Director, The MIT Press) and Vilas Dhar (Trustee, The Patrick J. McGovern Foundation) discuss this new overlay journal, its innovative goals, and its role as a proof-of-concept for new models of peer-review and rapid publishing.