[onemoresoop]

The ground truth is chopped off into tokens and statistically evaluated. It is of course just a soup of ground truth that can freely be used in more or less twisted ways that have nothing to do or are tangent to the ground truth. While I enjoy playing with LLMs I don't believe they have any intrinsic intelligence to them and they're quite far from being intelligent in the same sense that autonomous agents such as us humans are.

[whattheheckheck]

Any all of the tricks getting tacked on are overfitting to the test sets. It's all the tactics we have right now and they do provide assistance in a wide variety of economically valuable tasks with the only signs of stopping or slowing down is data curation efforts