I'm sure they are working hard to tell the LLM how to think and where it went wrong.
Sometimes it does it right, some times not. I can see the relation to gambling if, say, it does it right 50% of the time. If I had been taking a more scientific approach to the problem and had a clear direction of what I wanted to test, I suspect I wouldn't have gotten quite as "stuck".