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Bitcoin’s complexity paradox: How layer-2 scalers became AI's main target

Incidents involving Coldcard, Lightning and Liquid show AI altering the economics of bug discovery in Bitcoin infrastructure.

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Marcus Webb · Crypto Desk · 14 Sept 2026 · 00:29 · 1 min de lectura
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Bitcoin’s complexity paradox: How layer-2 scalers became AI's main target

A string of incidents involving Coldcard, Lightning and Liquid has been reported.

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These incidents highlight how AI is changing the economics of finding bugs in bitcoin infrastructure.

The headline notes that Bitcoin's complexity paradox has made layer-2 scalers the main target of AI.

Este artículo fue producido con asistencia de IA y editado por un periodista de Finance Review Daily.
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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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