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The article's primary subject is AI safety within the context of cryptocurrency security, specifically focusing on how generative AI enhances social engineering attacks against blockchain users and protocols. While Solana Foundation CISO Michael Coates discusses post-quantum cryptography as a secondary consideration for future-proofing infrastructure, the core narrative centers on mitigating human-centric threats driven by advanced machine learning models rather than quantum capabilities themselves. For readers tracking the intersection of emerging AI tactics with decentralized finance security, this highlights a critical shift from protocol-level exploits to adversarial manipulation of user behavior and identity verification systems.