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Topic

multi-model

2 essays on this topic.

Papers
  1. Multi-persona AI review models the receiver, not the commission

    Persona-based AI reviews predict how stakeholders will react to a paper. They cannot tell you whether to act on those predictions, because the commissioning history is invisible to the lens.

  2. How I Used 6 LLMs to Write One Word Doc Comment

    The value of running six frontier models isn't six perspectives — it's six chances to be wrong, which means you can set a much higher bar for what counts as right.