Getting a response for this, breaks the block and further invocations of C-c C-c are broken as seen below in the screenshot.

#+begin_ai
write a few sentences starting with *
#+end_ai

Is there any fix for this? gpt.el handles this differently, as explained here: https://github.com/karthink/gptel?tab=readme-ov-file#how-does-gptel-distinguish-between-user-prompts-and-llm-responses