AI Tools Are Exposing Security Flaws in Bitcoin's Layer-2 Infrastructure

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Artificial intelligence is increasingly being used to identify vulnerabilities in Bitcoin's supporting infrastructure, raising new concerns about network security. Recent incidents have involved Coldcard hardware wallets, the Lightning Network, and the Liquid sidechain, all key components of Bitcoin's ecosystem. The trend suggests AI is fundamentally altering the cost and efficiency of bug discovery in crypto systems. As layer-2 solutions grow more complex, they are becoming prime targets for AI-assisted security probing. The developments signal a shift in how security researchers and potential bad actors alike approach Bitcoin infrastructure.

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