Research Tools: code, datasets, & models

MetaEase is a framework for automatically finding worst-case inputs of heuristics by maximizing the gap between heuristic and optimal solutions. It combines symbolic execution (KLEE) with gradient-based optimization to efficiently explore the input space. This…

RadEdit is a latent diffusion model trained to generate and edit chest X-rays from medical reports. It is described in detail in RadEdit: Stress-Testing Biomedical Vision Models via Diffusion Image Editing (F. Pérez-García, S. Bond-Taylor, et…

RosettaFold3 (RF3) is a unified biomolecular modeling system that predicts 3D structures of proteins, nucleic acids, and small molecules within a single framework. Combining multimodal transformers and generative diffusion models, RF3 enables precise modeling of…

Microsoft’s first agentic small language model specifically designed for computer use. With only 7 billion parameters, Fara-7B achieves state-of-the-art performance within its size class and is competitive with larger, more resource-intensive agentic systems that depend…

Promptions is a simple, flexible dynamic prompt middleware technique for AI that uses ephemeral UI. From a single, simple prompt, the system helps users steer the AI by suggesting parameterized choices as dynamically generated, ephemeral UI components. As…

SPARROW, developed by Microsoft’s AI for Good Lab, is an AI-powered edge computing solution designed to monitor and protect wildlife in the most remote regions of the world. Solar-powered and equipped with advanced sensors, it collects biodiversity…

Prototype experimenting with agents in a grid UI — simple, open experiment that illustrates how agent workflows might live in a grid-like surface.

Magentic Marketplace is an open-source simulation environment for exploring the numerous possibilities of agentic markets and their societal implications at scale. It provides a foundation for studying these markets and guiding them toward outcomes that benefit everyone.

MMCTAgent (Multi-modal Critical Thinking Agent) is a state-of-the-art multi-modal AI framework that brings human-like critical thinking to visual reasoning tasks. it combines advanced planning, self-critique, and tool-based reasoning to deliver superior performance in complex image…

Open Source fuels the AI for Good Lab’s mission by providing research tools, data, and code that drive innovation, foster collaboration, and enhance accessibility for the global community. Explore our full library of resources to…