What will be left for us to work on

Rapid advances in AI create bottlenecks between capability gains and full task automation, positioning AI as an augmentation rather than a replacement. Consequently, researchers will shift from solving problems to framing questions and advancing concepts, while developers will prioritize relational skills, domain expertise, and aesthetic or normative judgment.