AutoNovo: Agentic Program Search Discovers Transferable Nucleic Acid Design Algorithms

In-silico optimization of nucleic acids relies on predictive oracles that imperfectly capture biological function, so sequences optimized against one model may exploit model-specific artifacts and fail to generalize to independent models. Recent studies have shown that not all designers generalize e