If Iāve spent 100 hours on a (math?) problem without success as a high school student and canāt get hints or learn new material (or have already tried those and failed), then I donāt think less than 1% to solving it in the next 100 hours is unreasonable. Iād probably already have exhausted all the tools I know of by then. Of course, this depends on the person.
The time and resources you (or others) spent on a problem without success (or substantial progress) are evidence for its intractability.
I was going to come back to this and write a comment saying why I either agree or disagree and why, but I keep flipping back and forth.
I now think there are some classes of problems for which I could easily get under 1%, and some for which I canāt, and this partially depends on whether I can learn new material (if I can, I think Iād need to exhaust every promising-looking paper). The question is which is the better reference class for real problems.
You could argue that not learning new material is the better model, because we canāt get external help in real life. But on the other hand, the large action space of real life feels more similar to me to a situation in which we can learn new materialāthe intuition that the high school student will just āget stuckā seems less strong with an entire academic subfield working on alignment, say.
If Iāve spent 100 hours on a (math?) problem without success as a high school student and canāt get hints or learn new material (or have already tried those and failed), then I donāt think less than 1% to solving it in the next 100 hours is unreasonable. Iād probably already have exhausted all the tools I know of by then. Of course, this depends on the person.
The time and resources you (or others) spent on a problem without success (or substantial progress) are evidence for its intractability.
I was going to come back to this and write a comment saying why I either agree or disagree and why, but I keep flipping back and forth.
I now think there are some classes of problems for which I could easily get under 1%, and some for which I canāt, and this partially depends on whether I can learn new material (if I can, I think Iād need to exhaust every promising-looking paper). The question is which is the better reference class for real problems.
You could argue that not learning new material is the better model, because we canāt get external help in real life. But on the other hand, the large action space of real life feels more similar to me to a situation in which we can learn new materialāthe intuition that the high school student will just āget stuckā seems less strong with an entire academic subfield working on alignment, say.