Microsoft Research has introduced Quine, a new research effort designed to create a multimodal world model of biology and an interactive harness that connects models, scientific tools, literature, and researchers. The system aims to bridge the gap between computational modeling and real-world experimentation by allowing scientists to generate proposals that are tested in wet-lab environments, with results feeding back to refine future questions.
- Quine combines a world model spanning genomics, proteins, chemistry, cell state, and bioimaging with an orchestration harness for reasoning.
- In collaboration with the Broad Institute of Harvard and MIT, the system was used to prioritize compounds predicted to drive therapeutic tumor-state shifts in pancreatic cancer.
- Several top-ranked candidates were validated across multiple wet-lab assays.
- The Quine Fellows program will provide scientists access to the system to accelerate research and provide feedback.
This approach addresses the limitations of traditional experimentation by using computation to explore, propose, rank, and prioritize potential paths forward before committing scarce laboratory resources.