AI Engineering

Mar 12, 2026 · Industry Insights

Can Organizations Be Forked? Karpathy’s “Code as Company” Concept

Karpathy argues that a company’s operating principles can be encoded like software, enabling AI‑driven organizations to be duplicated and iterated like code repositories, while traditional firms remain un‑forkable due to tacit institutional knowledge, with trading firms highlighted as the first viable test case.