“in 2022, a team of Google researchers showed that asking language models to generate step-by-step solutions enabled the models to solve problems that had previously seemed beyond their reach” 🆓

Link. “line of research that uses [very esoteric] complexity theory to study the intrinsic capabilities and limitations of language models.”

This article is also the best LLM primer I have read. Quanta is amazing.

PS. People who say we understand LLMs are wrong.