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---
title: "Jayrup Nakawala | Blog"
---
RANDOM THOUGHTS, EXPERIMENTS, AND SYSTEMS NOTES
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- Still No Grokking: The Weight-Decay Sweep — 2026-08-16
curl [jayrup.me/blog/prime-grokking-2](https://jayrup.me/blog/prime-grokking-2)
- Can a Tiny Network Learn What a Prime Is? — 2026-08-14
curl [jayrup.me/blog/prime-grokking-1](https://jayrup.me/blog/prime-grokking-1)
- What the Jacobian Lens Measures — 2026-08-07
curl [jayrup.me/blog/jacobian-lens-frequency](https://jayrup.me/blog/jacobian-lens-frequency)
- How this site works — 2026-08-05
curl [jayrup.me/blog/how-this-site-works](https://jayrup.me/blog/how-this-site-works)
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BACK: curl [jayrup.me](https://jayrup.me) | curl [jayrup.me/projects](https://jayrup.me/projects)
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