Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Video
Embodied AI Workshop at CVPR 2024
The Embodied AI 2024 workshop was held in conjunction with CVPR 2024 in Seattle, Washington. The overarching theme of this year’s workshop is Open World Embodied AI: Being an embodied agent in a world that…
Microsoft Research Blog
Research Focus: Week of December 16, 2024
NeoMem: hardware/software co-design for CXL-native memory tiering; Chimera: accurate retrosynthesis prediction by ensembling models with diverse inductive biases; GA4GH task execution API enables multicloud task execution.
Tool
PromptWizard
PromptWizard is a self-evolving framework that automates prompt optimization by iteratively refining instructions and in-context examples using feedback from LLMs. It jointly optimizes prompts and examples, incorporates expert reasoning, and adapts dynamically to diverse tasks—delivering…
Microsoft Research Blog
PromptWizard: The future of prompt optimization through feedback-driven self-evolving prompts
PromptWizard from Microsoft Research is now open source. It is designed to automate and simplify AI prompt optimization, combining iterative LLM feedback with efficient exploration and refinement techniques to create highly effective prompts in minutes.
Microsoft Research Blog
Moving to GraphRAG 1.0 – Streamlining ergonomics for developers and users
GraphRAG helps advance AI use in complex domains like science. Thanks to enthusiastic adoption and community engagement, we’ve upgraded the pre-release version. Check out the major ergonomic and structural updates in GraphRAG 1.0.
