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@@ -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