https://www.brysgo.com/tags/paradigm-lock/Recent content in Paradigm-Lock on BRYSGOHugoen-usFri, 17 Apr 2026 15:57:47 +0000https://www.brysgo.com/post/2026-04-17-train-ai-on-the-rebuttals-that-didn-t-work/Fri, 17 Apr 2026 15:57:47 +0000https://www.brysgo.com/post/2026-04-17-train-ai-on-the-rebuttals-that-didn-t-work/<p>Every researcher who has written a meticulous, airtight rebuttal and watched their score stay flat has generated the most valuable training signal in science—and nobody is using it.</p> <p>I&rsquo;ve been thinking about this for a while. The academic review process produces this strange artifact: a document where someone makes a genuinely good argument, the argument goes nowhere, and then the whole exchange gets buried in a conference management system forever. We treat it as failure. We should treat it as data.</p>