Probably gonna show a lot of ignorance here, but isn’t that a big part of the difference between our brains and AI? That instead of one system, we are many systems that are kind of sewn together? I secretly think AGI will just be a bunch of different specialized AIs working together.
You're in good company in that secret thought.
Have a look at this: https://en.wikipedia.org/wiki/Society_of_Mind
- An Architect model is asked to describe how to solve the coding problem.
- An Editor model is given the Architect’s solution and asked to produce specific code editing instructions to apply those changes to existing source files.
Splitting up “code reasoning” and “code editing” in this manner has produced SOTA results on aider’s code editing benchmark. Using o1-preview as the Architect with either DeepSeek or o1-mini as the Editor produced the SOTA score of 85%. Using the Architect/Editor approach also significantly improved the benchmark scores of many models, compared to their previous “solo” baseline scores (striped bars).
https://aider.chat/2024/09/26/architect.html