Comment by Alpha3031

Aren't RLVR signals typically based off formal systems not natural phenomena? The formal sciences are certainly useful for producing tools used in natural science, but it's not entirely clear they alone are sufficient to associate text to natural (real-world) phenomena. Honestly, the pretraining and RLHF are probably more tied to the world than RLVR, for all that RLVR might be useful (maybe even more useful) for making the model perform better in certain tasks (such as working with formally defined systems).