Biology becomes programmable: AI moves from demos to closed loops
GPT-5, Arc's Proto, NVIDIA BioNeMo, Nabla's JAM-2, and others are closing the loop on AI-designed biology. Models now read, design, test, and deploy without human handoff between steps.
Marks a shift from isolated research demos to live iteration cycles — the infrastructure for practical bioengineering at scale.