I think the only thing that gives me pause is the fact that they SFT on Opus 4.5 explanations as a pertaining step. But, generally I agree, especially given the

I think the only thing that gives me pause is the fact that they SFT on Opus 4.5 explanations as a pertaining step. But, generally I agree, especially given the auto encoder is only seeing a single token activation!