You don't need to read this article, it's not particularly interesting -- but it did bring up a misconception I see a lot in discussions about AI.
About halfway through Shaprio says (referring to AI tools):
[1] frontier researchers across numerous domains (including medicine, mathematics, and others) all use these tools, and they are getting better.
And then he says:
[2] Even more stark; the plummeting job openings for new grads.
If 1 is true, why does he assume the people in 2 (new grads) arent capable of using AI tools to achieve breakthroughs and build new products?
If AI tools are making entry level jobs obsolete, this really just means senior researcher doing frontier research became the new entry level.
This is how technological innovation works: new things come along that make it so humans don't have to spend as much time doing something. This doesn't mean the humans who were doing that thing are suddenly pulled put of the game and have to sot on the sidelines. Rather, it promotes them. Everyone becomes a little (or a lot) more capable then they were.
Footnotes