# Paper Club #7: Weight-Space Programming

- **When:** Thu, Nov 19, 2026, 7:00 PM PST – 9:00 PM PST
- **Where:** 11988 El Camino Real, San Diego, CA 92130, USA
- **Price:** Free
- **Organizer:** [Keith Chester](https://eventing.ing/organizers/orgz_1m1gpmyaxa949vdczjcgvq), [Keith Groves](https://eventing.ing/organizers/orgz_1m1gpmyax75k58wq4wpgpj), [Paul Sukhanov](https://eventing.ing/organizers/orgz_1m6nmc07kbh2bwr8x37e9z)
- **View on Luma:** https://luma.com/devx-paper-club-nov-19-2026

Welcome to DEVx's next AI Paper Club!

What if an LLM could skip training entirely and just write a neural network’s weights by hand?Matthew Love will break down new MIT research showing LLMs can read, repair, and write neural network weights directly, with no gradient descent required, and what that could mean for the future of training.

Paper: https://rikiyat.github.io/blog/weight-space-programming

All are welcome to come and learn. Questions and curiosity encouraged!

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Same event as JSON: https://api.eventing.ing/events/evnt_1m6nmc0abb0d4v6cggth8d