High-resolution social media photos cannot reliably yield usable fingerprints for biometric theft. While AI image processing improves detail extraction, experts argue the quality remains insufficient for bypassing secure scanners. This debunking settles recent online panic regarding digital privacy. Practitioners should prioritize multi-factor authentication over worrying about photo-based biometric leaks.