In this virtual panel session with IEEE Future Directions, our speakers address the potential usefulness of digital twins in the context of today’s world—specifically related to epidemic alerts, monitoring, and containment. The panel session also addresses sensitive issues surrounding the technology such as the stigma around the use of personal digital twins and how it may affect our privacy.