Comment by sublimefire

Despite the article looks like it talks about Claude, in reality it describes a new type of a job - a synthesis of data science, research, comp science, plus industry specific knowledge. Another extremely important thing is to have access to all related research in some programmatic way, this is for exploration, I do not think many have such access. Finally, you need to be prepared to read all those generated results and judge them effectively to pick the strands worth pursuing further. I bet you could do it with any model and your own harness, even authors admit they use their own to manage multiple sessions which hints that claude is not enough.