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by saberience 12 days ago
The problem with these kinds of systems (they have been well studied), is that that the overall output is ultimately anchored to the dumbest models used.

I.e. you cannot end up having a more intelligent output by using more dumber models (that is: dumber than the most intelligent model used).

It's generally always best to refine your prompt and send it (at most) to the two smartest frontier models possible. And then have the smartest model review the output from the second smartest.