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Web3 Wallets in ‘Turbulent Autumn’: AI Era Security Evolution

Recent security incidents involving Coldcard, Trezor, and SafePal highlight expanding attack surfaces in crypto wallets, from private key generation to supply chain and user privacy. As AI lowers attack costs, wallets must evolve from static rule-based defenses to proactive, AI-assisted risk assessment to protect users in the AI era.

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