When DX Meets AX

Key Takeaways

you know I think like just like for human coders I think you know this is a place where DX and ax you know line up a bit it's like you know having just really tight feedback loops and having strong guard rails like in convex that's like end to end type safety but that's like you know could take it in many many different forms right like making it so code is very cheap and easy to grade you know making it so that you know one other thing we observed is that just having more represented in code and like it's kind of like our conversation about stuff being in the pre-training set or not like having things just be standard and procedural code and not doing kind of weird crazy stuff yes just like yeah totally and we even noticed like you know reasoning kind of being one also big separation like reasoning about procedural code when debugging is like something we noticed models doing pretty well the particular example was like RS rules and super base where debugging like an infinite Loop for infinite recursion for the RS rules was something that the models just really struggled with in a way that we didn't see for procedural code