Consider that as of (always and) 2026 you are held accountable for whatever AI-slop* you produce. Will that change within 5 years? The mindset is shifting from doing the right thing, to instructing the AI to do the right thing. Even if you're not responsible for the instructing part (e.g. using AI export feature drafts, to use an AI software factory to refine and implement), you're still owning said implementation in the end because you're responsible for the refinement and review. You should know how to do the work and reason about it—but you're also responsible now for correcting AI—less work but more responsibility.