AI isn’t just helping devs ship faster, it’s also helping attackers find bugs faster than small open-source teams can patch them.

That’s a scary setup for anyone holding $BTC, $ETH, or long-term bags in self-custody. One missed firmware issue or unpatched dependency can turn “secure wallet” into “expensive lesson” very quickly.

The recent attack points to a bigger shift: AI-assisted probing tools are making vulnerability discovery cheaper, faster, and more scalable. Small dev teams that used to rely on manual reviews and community audits are now up against automated systems that can scan code, test edge cases, and surface weak points at speed.

This comes after a reported $100M+ Coldcard hardware wallet exploit linked to AI-generated vulnerability discovery. Whether you’re using hardware wallets, smart contracts, or open-source tools, the lesson is the same: security assumptions expire. Multisig, firmware hygiene, limited hot wallet exposure, and verifying updates are no longer “advanced” habits. They’re basic survival.

If AI keeps widening the gap between attackers and small security teams, how should crypto users rethink self-custody from here? #CryptoSecurity #Bitcoin #AI