Sorry, still annoyed about this, especially from someone I used to really look up to. The entire point of a CTF is to build skill—the very skill, by the way, necessary to verify any model output in a given field. Without knowing the stuff yourself, you can never know whether the model got it right. Making this about throwing tokens at a flag mistakes the flag for the value of a CTF, rather than the path that leads to the flag.