Assigning different priorities fixed fake AI debates, but now the models just circle

True_Mongoose_7073 · reddit · 2026-08-19

The author previously built a multi-model debate feature and asked Reddit what makes debates feel real. The community suggested different priorities rather than different personalities, so he tested it on a new topic (should AI-generated content train other AI), giving one model only quality, one only cost/efficiency, and one only diversity and copyright.

It worked as predicted: the models never agreed and kept pushing back on real trade-offs. But a new issue emerged — run long enough and the debate loops, with everyone repeating the same argument in slightly different words instead of building on prior points. The author isn't sure whether capping rounds fixes it or it's something deeper.

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