Agreed, GPT answering based on its own training data has been the best experience by far (aside from hallucinations) and comparing against that is difficult. Embeddings might not even be the long term solution. I think it's still early to really know for certain but models are already getting better at interpreting with less overall training data so there are bound to be some new ideas.