From muP to Probabilistic Oracles: Theory-First AI Design Revisited

A discussion argues that theory-first method design can precede empirical trial and error, citing muP (Tensor Programs IV, ICML 2021) which enables infinitely wide networks to actually learn features.

2026-11-10 ~ 2026-11-10 · 2 related posts

• Theory-first AI safety: from muP to Bengio's Bayesian Oracle guardrail — burny_tech · 2026-11-10
• Tensor Programs IV revisited: muP enables feature learning in infinite-width networks — burny_tech · 2026-11-10