Safety3h ago
Safety
Layman's Guide To Neural Superposition Complexity
A new summary simplifies the technical paper On the Complexity of Neural Computation in Superposition for non-experts. The author strips away dense theoretical computer science math to explain how models store more features than they have dimensions. This breakdown helps safety researchers understand feature representation without requiring a PhD in mathematics.