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Bitcoin's secondary scaling layers, including Coldcard hardware wallets and technologies like Lightning and Liquid, have become frequent targets for AI-powered vulnerability discovery, shifting the economic calculus of security research in cryptocurrency infrastructure. Recent incidents demonstrate how machine learning tools are enabling researchers to identify exploitable flaws more rapidly than traditional manual auditing methods.
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