National Academies tome ‘Foundational research gaps and future directions for digital twins’ provides great boosterism for the digital twin while warning that the ‘publicity around digital twins and digital twin solutions currently outweighs the evidence base of success’. But all that’s not going to stop US academia from pitching full-tilt into the trendy trope with notably, a validation, and uncertainty quantification (VVUQ) approach.