Why is there no recovery path when a breach leaks my biometrics?

When a password database leaks, every affected user resets their password and the breach is contained. There is no equivalent reset for biometrics. A leaked fingerprint template or face encoding can be replayed against any future system that accepts that modality, for life. Cancelable biometrics and template protection exist as academic research and a handful of niche enterprise products, but no identity system operating at consumer scale has deployed them. The NYC Health + Hospitals incident in early 2026 left 1.8 million people with permanently compromised fingerprint and palm records and no operational recovery path.