#real-world

1 article on this topic.

Shopify's 19% Gain from the Autoresearch Pattern

Days after Karpathy released autoresearch, Shopify's CEO ran it on their own models and saw a 19% gain. How companies adopt autonomous AI.
March 11, 2026