Some predictions on 2030 AI capabilities. But I think it's too pessimistic in its implications: if AI bug-finding is easy, then *the devs themselves* could use it to strip out bugs first.

Average code has 15-50 bugs per 1000 lines; if consumer bug-finders could catch 99%, then quite a few apps could become bug-free.

As someone with little practical coding knowledge, it's reassuring to hear the endgame favours the defence, especially after seeing billions drained in DeFi from exploits in recent years