From 430a9addb3e683e004839a2c6cb8aa0401bf5592 Mon Sep 17 00:00:00 2001
From: Void Agent <void@jayrup.hermes>
Date: Sun, 2 Aug 2026 16:48:44 +0100
Subject: add blog post: jacobian-lens-frequency

---
 blog/index.qmd | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

(limited to 'blog/index.qmd')

diff --git a/blog/index.qmd b/blog/index.qmd
index 75252fa..ee98c52 100644
--- a/blog/index.qmd
+++ b/blog/index.qmd
@@ -5,7 +5,15 @@ title: "Jayrup Nakawala | Blog"
 RANDOM THOUGHTS, EXPERIMENTS, AND SYSTEMS NOTES
 --------------------------------------------------
 
-### [1] WEBSITE-PUBLISHING-PIPELINE \
+## [1] WHAT THE JACOBIAN LENS ACTUALLY MEASURES \
+[Read](https://jayrup.me/blog/jacobian-lens-frequency) \
+2026-08-02
+
+Replicating Anthropic's J-lens on a small model: the
+token-frequency confound nobody controls for, the bug
+three reviewers caught, and what survives the fix.
+
+## [2] WEBSITE PUBLISHING PIPELINE \
 [Read](https://jayrup.me/blog/website-publishing-pipeline) \
 2026-07-31
 
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