Microsoft Research Blog

Promptions helps make AI prompting more precise with dynamic UI controls 

December 10, 2025
Promptions helps developers add dynamic, context-aware controls to chat interfaces so users can guide generative AI responses. It lets users shape outputs quickly without writing long instructions.

Recent Posts

  1. Research Focus: April 23, 2025

    Research Focus: Week of April 21, 2025 

    April 23, 2025

    In this issue: our CHI 2025 & ICLR 2025 contributions, plus research on causal reasoning & LLMs; countering LLM jailbreak attacks; and how people use AI vs. AI-alone. Also, SVP of Microsoft Health Jim Weinstein talks rural healthcare innovation.

  2. A digital illustration of a person with a contemplative expression, resting their chin on their hand. The top of the person's head is open, revealing a white bird standing inside. The seagull is holding a worm in its beak, feeding the baby birds. The background is blue, and the words "TOOLS FOR THOUGHT" are written across the image in white letters.

    The Future of AI in Knowledge Work: Tools for Thought at CHI 2025 

    April 18, 2025

    Join us at CHI 2025 to explore how AI systems can be used as Tools for Thought as we reimage AI’s role in human thinking. Learn about new research, prototypes, and a workshop on designing AI that supports critical thinking, decision-making, and creativity.

  3. Research Focus: April 09, 2025

    Research Focus: Week of April 7, 2025 

    April 9, 2025

    In this issue: We introduce a new dataset designed to assist renewable energy infrastructure planners, a new method for denoising MRI imagery, and an AI tool for analyzing distant galaxies. Check out our latest research and other updates. 

  4. Research Focus -- Week of March 24

    Research Focus: Week of March 24, 2025 

    March 26, 2025

    In this issue, we examine a new conversation segmentation method that delivers more coherent and personalized agent conversation, and we review efforts to improve MLLMs’ understanding of geologic maps. Check out the latest research and other updates.

  5. background pattern

    Research Focus: Week of October 28, 2024 

    November 1, 2024

    New Research | FLASH: Workflow automation agent for diagnosing recurring incidents; METAREFLECTION: Learning instructions for language agents using past reflections; Boosting LLM training efficiency through faster communication between GPUs; and more.

  6. Research Focus: August 5, 2024

    Research Focus: Week of August 12, 2024 

    August 14, 2024

    In this issue: Research Forum Ep. 4 explores multimodal AI. Registration is now open; Surveying developers’ AI needs; SuperBench improves cloud AI infrastructure reliability; Virtual Voices: Exploring factors influencing participation in virtual meetings.

  7. Research Focus: July 22, 2024

    Research Focus: Week of July 29, 2024 

    July 31, 2024

    In this issue: Skeleton Posterior-guided OpTimization (SPOT) exhibits potential in various causal discovery tasks; Using visual imagery for an EEG-based brain–computer interface; Developing human-centered AI systems to assist creative professionals.

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