Overview
Microsoft Research Quine is an AI biological research system released by Microsoft Research on September 29, 2026, aimed at building a multimodal world model of biology, accompanied by an interactive harness that connects models, scientific tools, literature, wet labs, and researchers. The system can jointly learn across modalities such as genomes, proteins, chemistry, cellular states, and biological imaging, and reason about the consequences of interventions, rather than modeling individual datasets separately. Microsoft Research has worked at the intersection of computing and biology for more than twenty years, covering immunology, virology, genomics, biomedical imaging, cell biology, and protein engineering. Quine collaborated with researchers at the Broad Institute of Harvard and MIT to prioritize compounds predicted to drive tumor treatment state transitions, and validated several high-ranking candidates in multiple wet-lab experiments. Microsoft Research explicitly states that Quine is an experimental research technology and is for research use only.
Key Features
- Multimodal World Model of Biology: The system can jointly learn across modalities such as genomes, proteins, chemistry, cellular states, and biological imaging, and reason about the consequences of interventions, rather than modeling individual datasets separately.
- Interactive Harness: It is accompanied by an interactive harness that connects models, scientific tools, literature, wet labs, and researchers, supporting collaboration and continuity in research workflows.
- Reasoning About Intervention Consequences: The system can reason about the consequences of interventions, helping researchers understand state changes in biological systems under perturbation.
- Wet-Lab Validation Collaboration: In collaboration with researchers at the Broad Institute of Harvard and MIT, the team used the system to prioritize compounds predicted to drive tumor treatment state transitions, and validated several high-ranking candidates in multiple wet-lab experiments.
- Quine Fellows Program: Applications are open for the Quine Fellows program, allowing a group of scientists to gain access to the system, accelerate their own research, and provide scientific feedback.
- Research-Use Positioning: Microsoft Research explicitly states that Quine is an experimental research technology and is for research use only, not for clinical or medical use. Outputs may be incomplete or inaccurate and require review by qualified researchers and appropriate scientific and experimental validation.
Use Cases
- Research on joint learning and reasoning about intervention consequences across modalities such as genomes, proteins, chemistry, cellular states, and biological imaging.
- Prioritizing compounds predicted to drive tumor treatment state transitions and validating high-ranking candidates in wet-lab experiments.
- Through the Quine Fellows program, allowing a group of scientists to gain access to the system, accelerate their own research, and provide scientific feedback.
- As an experimental research technology, for review and use by qualified researchers in research settings, together with appropriate scientific and experimental validation.
- As the technology matures, there are plans to expand access through products such as Microsoft Discovery to serve broader biological research needs.
Pros
- Released by Microsoft Research, building on more than twenty years of work at the intersection of computing and biology, covering immunology, virology, genomics, biomedical imaging, cell biology, and protein engineering.
- Adopts a multimodal world model approach to biology, enabling joint learning across modalities such as genomes, proteins, chemistry, cellular states, and biological imaging, and reasoning about the consequences of interventions.
- Comes with an interactive harness that connects models, scientific tools, literature, wet labs, and researchers, supporting research workflow collaboration.
- In collaboration with researchers at the Broad Institute of Harvard and MIT, it prioritizes compounds predicted to drive tumor treatment state transitions and validated several high-ranking candidates in multiple wet-lab experiments.
- Applications are open for the Quine Fellows program, allowing a group of scientists to gain access to the system, accelerate their own research, and provide scientific feedback.
- Microsoft Research clearly defines the research-use boundary, emphasizing the need for review by qualified researchers and appropriate scientific and experimental validation, and plans to expand access through products such as Microsoft Discovery.
Pricing
Official release information does not provide specific pricing; please refer to the official website for details.
Summary
Microsoft Research Quine is an AI biological research system released by Microsoft Research on September 29, 2026, connecting a world model of biology with an interactive experimental platform. The system can jointly learn across modalities such as genomes, proteins, chemistry, cellular states, and biological imaging, and reason about the consequences of interventions. Microsoft Research collaborated with researchers at the Broad Institute of Harvard and MIT to prioritize compounds predicted to drive tumor treatment state transitions, and validated several high-ranking candidates in multiple wet-lab experiments. Quine is positioned as an experimental research technology and is for research use only, not for clinical or medical use. Outputs may be incomplete or inaccurate and require review by qualified researchers and appropriate scientific and experimental validation.
Version History
- Microsoft Research introduces Quine, an AI research system for biology (2026-09-29): It pairs a multimodal world model of biology with an interactive harness connecting models, scientific tools, literature, the wet lab and researchers, reasoning jointly across genomics, proteins, chemistry, cell state and bioimaging. Working with the Broad Institute, it validated several top-ranked compound candidates across multiple wet-lab assays, and applications for the Quine Fellows program are open.