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Microsoft Research

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Last 12 weeks · 12 posts · 0 outlets writing · no. 15 of 20 by coverage

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Microsoft Research5 days ago

MindTopo reveals VLMs’ spatial reasoning abilities

Microsoft Research· 5 days ago

MindTopo is a new benchmark for testing topological reasoning in AI, evaluating whether multimodal models can understand concepts such as connectivity, enclosure, order, separation, and knots.

Microsoft Research6 days ago

Introducing CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

Microsoft Research· 6 days ago

Research Note: CARE-X is a research model and not a Microsoft product offering or medical device. It has not been cleared or approved by any regulatory authority and is not intended for clinical…

Microsoft ResearchOpen-weight release14 days ago

Orchard: An open framework for scalable agentic AI

Microsoft ResearchOpen-weight release· 14 days ago

Microsoft Research released Orchard, an open-source framework for scalable agentic AI, including three domain-specific training recipes (Orchard-SWE, Orchard-GUI, Orchard-Claw) and associated…

Microsoft Research18 days ago

Echoverse: Deep, evolving environments for computer-use agents

Microsoft Research· 18 days ago

Scaling fidelity over sheer count, targeting the capabilities agents actually lack, and evolving with the models they train.

Microsoft Research18 days ago

EvoLib: Turning experience into evolving knowledge

Microsoft Research· 18 days ago

Self-supervised. EvoLib enables large language models to learn from their own experience during inference, without requiring ground-truth labels or external feedback. From experience to knowledge.

Microsoft Research13 Jul

Verifying Rust cryptography in SymCrypt, from standards to code

Microsoft Research· 13 Jul

How Rust, Lean, Aeneas, and AI agents are helping scale formal verification for production cryptographic algorithms At a glance SymCrypt develops new verified cryptography using Rust, Aeneas, and…

Microsoft Research9 Jul

Aurora 1.5: Extending open foundation models for weather and Earth-system applications

Microsoft Research· 9 Jul

Aurora 1.5 is a major extension of Microsoft’s Aurora Earth System foundation model that adds 22 more weather variables relevant to energy, agriculture, transport, and climate risk, along with hourly…

Microsoft Research8 Jul

Flint: A visualization language for the AI era

Microsoft Research· 8 Jul

Polished charts from simple specs . Flint allows AI agents to reliably generate expressive, visually polished charts from simple, human-editable specifications. Semantic types guide design .

Microsoft Research30 Jun

SkillOpt: Agent skills as trainable parameters

Microsoft Research· 30 Jun

AI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement.

Microsoft Research29 Jun

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

Microsoft Research· 29 Jun

Today’s AI agents don’t remember past interactions. They must repeatedly be fed relevant information or retrieve it from external sources, which becomes less efficient as they handle longer and more…

Microsoft Research25 Jun

Understanding the brain with AI-driven explanations and experiments

Microsoft Research· 25 Jun

LLM-based models can predict the human brain’s responses to language with high accuracy. But what drives that performance is essentially unreadable: a vast collection of learned parameters, not…

Microsoft Research24 Jun

Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis

Microsoft Research· 24 Jun

Talos is an open-source tool for automated, iterative reanalysis of genomic data in rare disease. It efficiently re-examines stored sequencing data as scientific knowledge evolves and flags variants…