I recently saw a message saying that AI has already been treating Bitcoin software as a target. A certain group even went so far as to raise a red team to counter it. My first reaction wasn’t panic—it was more like, “This was bound to come eventually.” Over the years, $BTC ’s security reputation has relied largely on the community slowly auditing and gradually patching. But AI’s speed and patience for finding vulnerabilities are not something humans can match, especially for old codebases that haven’t been closely reviewed in years and for dependencies nobody has revisited. If this kind of attack truly matures, the pressure on nodes and wallets will be more tangible than any fluctuation shown on the surface.

The good news is that these developers didn’t wait until something went wrong to patch things up. Instead, they proactively used AI to simulate attacks and surfaced weak points early. In my view, this is the kind of upgrade the BTC ecosystem should have: security shouldn’t rely on faith—it should be built on continuous offensive-and-defensive “military readiness.” Institutions have long been reluctant to go all-in on BTC, and one of the reasons is basically a lingering concern about infrastructure.

Now that someone is taking the challenge head-on, it effectively adds another layer of active immunity to the network. Of course, I’ll stay alert too: how many resources this self-organized group can get, and whether they’ll ultimately be absorbed or controlled by major institutions—those things still need to be watched. But compared with a round of price rebounds, what I care about more is this kind of move that strengthens the underlying consensus. Even if the market doesn’t improve in the short term, I’m still willing to give it more time and patience.