
A sample library that implements Generative AI-Augmented Program Execution (GAPE)
Recently I had a crazy idea. What if you would mix formal program logic with "common sense reasoning" done by an LLM? Like so:
statement = "Planet Earth is a flat disk."
is_true = apply_common_sense_reasoning_by_an_llm(statement)
if is_true:
print("Welcome to flat earth society!")
else:
print("Welcome to the scientific community")
This idea can be generalized to many more things. Need to filter a list of concepts (strings) by a certain criterion that is accessible through common sense reasoning? Need to sort a list of concepts by a certain criterion applying common sense reasoning? I call this approach Generative AI-Augmented Program Execution (GAPE).
I created a small Python sample library called PyGAPE here: https://github.com/fkostadinov/pygape/
I would love to get some feedback. Some people I showed the idea to were fascinated, other bewildered, some found it completely useless, others immediately got what I was after.
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