Google's new Pet Memory feature for its Nest cameras aims to identify pets by name, but early tests reveal significant limitations. Users report that the system often misidentifies individual cats, failing to distinguish between them despite input on their appearance and breed. This leads to ineffective notifications and automation for pet care.