A string of incidents involving Coldcard, Lightning and Liquid has highlighted how AI is changing the economics of finding bugs in bitcoin infrastructure. The headline notes Bitcoin’s complexity paradox, describing how layer-2 scaling solutions have become a primary focus for AI-driven efforts.
Bitcoin’s complexity paradox: How layer-2 scalers became AI's main target
Incidents involving Coldcard, Lightning and Liquid show AI affecting bug-finding economics in Bitcoin infrastructure.
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Marcus Webb · Crypto Desk · 14 Sept 2026 · 00:34 · 1 Min. Lesezeit
Dieser Artikel wurde mit KI-Unterstützung erstellt und von einer Finances-Review-Redakteurin bearbeitet.
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Marcus Webb
Crypto Desk
Marcus reports on digital assets, from spot ETF flows to protocol-level developments in DeFi. He pays particular attention to how institutional adoption is reshaping crypto market structure.
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