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Keisuke Watanabe

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Jul 2026

Language Models Agree With Each Other, Not With Readers

Convergence is measured against a human reference nobody built for the purpose -- 2,523 reader mark sets across 120 web documents, produced by people highlighting for their own reasons on a platform where the overlay of others'marks is off by default.

Kazuki Nakayashiki, Keisuke Watanabe · 1 citation

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