CoT Theory Paper Praised for Explaining Why Transformers Win

willcb highlighted a favorite Stanford-Google paper showing chain-of-thought empowers Transformers, and proposed viewing language models as superpositions of natural-language programs compiled into an optimal DSL for the data distribution.

2026-10-16 ~ 2026-10-16 · 2 related posts

• Why CoT is the key: classic paper shows transformers need it for serial problems — willcb · 2026-10-16
• Language models as superpositions of natural language programs: why constant-depth transformers won — willcb · 2026-10-16