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docs(ml): frontier-context note on the model ledger #147

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ronaldtse merged 1 commit into from
Sep 2, 2026
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docs(ml): frontier-context note on the model ledger #147

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11 changes: 11 additions & 0 deletions src/pages/ml.astro
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Expand Up @@ -182,6 +182,17 @@ const clientModels = [
>interscript-ml/docs/RESULTS.md</a
>.
</p>
<p class="ledger-note">
Frontier context, same instrument (SadeedDiac-25, the same 1,200 paragraphs under the
same windowed evaluator): GLM-5.2 diacritizes Arabic at 2.51 DER with plain completion;
its successors do not — GLM-5.3-Flash at 8.57, GLM-5.3 at 9.98 raw DER — and the loss is
wrong vowels, not writing convention. As frontier optimization shifts agentic, dedicated
distilled models remain the reproducible, protocol-pinned way to ship this task. Every
row with its decode protocol and bootstrap CIs: <a
href="https://github.com/interscript/rababa/blob/main/docs/RESULTS.md"
>rababa/docs/RESULTS.md</a
>.
</p>
</div>
</section>

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