"What we've done in this model is not necessarily add more intelligence, but improve the behaviors that lead to a more capable model: more verification, less taking things for granted, not declaring victory early, and being more persistent.”

+

https://poolside.ai/assets/laguna/laguna-m1-xs2-technical-re...

Almost like a built-in heavyweight harness.