Adversarial critique — the slowest, scarcest human input in science and security — turns out to parallelize. Once a panel of personas outperforms expert readers, the bottleneck in knowledge production moves off the reviewer entirely.
Theme
Models review each other better than people do
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- Welcome to July 16, 2026 (theinnermostloop.substack.com)
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