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📰 Dev.to · Neo

2 articles · Updated every 3 hours · View all reads

All Articles 164,949 Blog Posts 158,248 Tech Tutorials 43,723 Research Papers 32,007 News 21,183 ⚡ AI Lessons

I got tired of my AI forgetting everything. So I built it a brain.

Dev.to · Neo 🧠 Large Language Models ⚡ AI Lesson 5mo ago

I got tired of my AI forgetting everything. So I built it a brain.

Hello 👋 First post here. Been building in public for a bit but never really sat down to write...

The Geometry of Stability: Why Manifold-Constrained Hyper-Connections Are the Future of Large-Scale AI

Dev.to · Neo 🧠 Large Language Models ⚡ AI Lesson 7mo ago

The Geometry of Stability: Why Manifold-Constrained Hyper-Connections Are the Future of Large-Scale AI

Explore how DeepSeek's mHC architecture solves the training instability of Hyper-Connections using the Birkhoff polytope and doubly stochastic matrices.