We're just not going to see any code written entirely without AI except in specialist niches, just as we don't see handwritten assembly and binaries. So the disclosure part is going to become boilerplate.
In the old era, the combination 'it works' + 'it uses a sophisticated language' + 'it integrates with a complex codebase' implied that this was an intentional effort by someone who knew what they were doing, and therefore probably safe to commit.
We can no longer make that social assumption. So then, what can we rely on to signal 'this was thoroughly supervised and reviewed and understood and tested?' That's going to be hard and subjective.
Personal reputations and track records are pedigrees and brands are going to become more important in the industry; and the meritocratic 'code talks no matter where you came from' ethos is at risk.
In the old era, the combination 'it works' + 'it uses a sophisticated language' + 'it integrates with a complex codebase' implied that this was an intentional effort by someone who knew what they were doing, and therefore probably safe to commit.
We can no longer make that social assumption. So then, what can we rely on to signal 'this was thoroughly supervised and reviewed and understood and tested?' That's going to be hard and subjective.
Personal reputations and track records are pedigrees and brands are going to become more important in the industry; and the meritocratic 'code talks no matter where you came from' ethos is at risk.