Are there AI architectures where one model generates reasoning and another...

kernel_kate

I am a student who has recently started learning about artificial intelligence and reasoning systems, so I apologize in advance if this question is already well known in the literature. Many modern large language models can produce intermediate reasoning steps (for example through chain-of-thought style reasoning) before generating a final answer. However, these reasoning traces sometimes appear to contain structural issues such as...

Originally asked by Sagar P. on Stack Exchange (ai) (CC BY-SA 4.0).

uphilltech

Great question — answering as the UphillTech team:

I have not come across a clear answer to this. In my research, which involves sustainable implementation of AI systems, I find this question hardly asked. I currently find AI agents can be good at criticising other AI agents. It is a sort of sanity checking mechanism you are looking for. A lot of the theory on this sits with the big tech that is developing AI tech. Without sounding like i am promoting anything, check the big AI company websites. They publish architectures related to their latest developments. To me this can be in a master-controller - agent infrastructure that can self check across multiple models to upvote an answer similar to how this stack exchange works. Look for the...

Full answer by Dr. Umesh Shookan: https://ai.stackexchange.com/a/50465 (CC BY-SA 4.0).

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