Debate: Does RMSNorm Make Model Activations Interpretable?

Researchers debate whether RMSNorm aids interpretability: critics argue it merely projects the latent space onto a hypersphere, and since residual-stream activations remain hard to interpret, normalized activations are no easier to explain.

2026-08-26 ~ 2026-08-26 · 2 related posts

• Skepticism on Normalization Improving Interpretability — CFGeek · 2026-08-26
• RMSNorm projects activations to a hypersphere, doesn't solve interpretability — _xjdr · 2026-08-26