Earlier quoted context omitted.
I don’t think we have spent enough time on the creativity axis. When we solve problems we usually follow a heuristically guided energy efficient path. We just prune a lot of possibilities based on our existing knowledge and experience. Creativity happens when we consciously (or not) go off the beaten path and explore. Most of those explorations are dead ends. But some will yield unexpected connections, patterns etc t…
Machine learning systems do have a component of exploring suboptimal path, otherwise they would never get off a singular track. The creativity issue in regards to AI is not about taking unexplored paths, but doing so in a computationally efficient manner when there are infinite combinations of ideas between domains.
Re: AI boosts research careers but narrow the span of ideas explored: study
#111Sure. But I think they can do it more exhaustively than humanly possible.