From 2c9eae9f9d1188f8cb4ca29aa81beee6b11e8fc9 Mon Sep 17 00:00:00 2001
From: Ronald Tse
Date: Tue, 8 Sep 2026 23:17:30 +0200
Subject: [PATCH] site: last two flourish sentences, plain
The GLM context note drops the 'agentic/protocol-pinned' phrasing for a
plain statement; the measurement-introduction deck drops 'isn't
ceremony'. No content change.
---
src/pages/ml.astro | 12 ++++++------
1 file changed, 6 insertions(+), 6 deletions(-)
diff --git a/src/pages/ml.astro b/src/pages/ml.astro
index 535d3da..bdd7950 100644
--- a/src/pages/ml.astro
+++ b/src/pages/ml.astro
@@ -194,9 +194,9 @@ const clientModels = [
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;
the rest of the family does not — GLM-5.3-Flash at 8.57, GLM-5.3 at 9.98, glm-4.7-flash
- at 13.00 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
+ at 13.00 raw DER — and the loss is wrong vowels, not writing convention. Newer
+ general-purpose models focus on other tasks and score worse here, so a small dedicated
+ model remains the reliable way to do this work. Every row with its decode protocol and bootstrap
CIs: rababa/docs/RESULTS.mdThe instrument
How we measure.
- Measurement discipline isn't ceremony — each of these rules exists because the naive
- version produced a wrong number we nearly shipped. They are why a number on this page
- means the same thing next month, on another machine.
+ Each of these rules exists because the naive version produced a wrong number that
+ nearly shipped. Together they are why a number on this page means the same thing next
+ month, on another machine.