All of us were shocked with RL on LLMs.
To me LLMs have gotten better since 2024, but their fundamental flaws still seem there.
They hallucinate when it comes to really challenging tasks such as math proofs. They still do not reuse code well and will rewrite functions instead of perusing the standard library.
But this is good news. LLMs are awesome and they are only the first step towards AI being applied everywhere. They are a Model T
It's like scaling a swiss cheese and the holes grow bigger with it. You can't get rid of the holes without making a different cheese.