Current AI systems suffer from 'AI amnesia'—each session forgets past interactions, causing inefficiencies. Blockchain could provide a persistent, verifiable, and user-owned memory layer that enables AI platforms to share data securely and contextually. This memory infrastructure promises to unlock new AI use cases such as multi-agent collaboration, longitudinal learning, and auditability, potentially becoming blockchain's next major application beyond finance.