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Re:LLM with Planning by behnamoh on Thursday April 27, 2023 @07:05PM (#35735629)
I had a similar idea to convert LLM inputs into Lisp language. I was pleased to see the paper takes this approach.

The underlying idea, though, has been done before. Basically we know that LLMs can do better if instead of solving a problem on their own, they write a program that solves it (look up PAL).

Re:LLM with Planning by williamcotton on Thursday April 27, 2023 @07:12PM (#35735691)
Here’s an example of a question-and-answer augmentation written in TypeScript that uses the exact approach used by PAL, et al:

https://github.com/williamcotton/transynthetical-engine