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The idea looks good, however I am of the opinion that LLMs cant be deterministic because of its inherent nature based on probablisitic mathematics, that is why we are building something to make AI agents auditable, if you want i can share it here its opensource

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I totally agree, you are correct, LLMs are inherently probabilistic. Sorry if I was confusing. Yes, please share.

i do agree, llm can not be deterministic, and that's why i sepereated the execution from planning in rigorix, execution phase is a deteministic DAG.would love to take a look at what you are doing, could you please share

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