Teachable AI Experiences (Tai X)
微软研究院博客
Abstracts: September 30, 2024
| Amber Tingle, Daniela Massiceti, 和 Martin Grayson
The personalizable object recognizer Find My Things was recently recognized for accessible design. Researcher Daniela Massiceti and software development engineer Martin Grayson talk about the research project’s origins and the tech advances making it possible.
In this edition: Can LLMs transform natural language into formal method postconditions; Semantically aligned question + code generation for automated insight generation; Explaining CLIP performance disparities on blind/low vision data; plus recent news.
AI saw unparalleled growth in 2023, reaching millions daily. This progress owes much to the extensive work of Microsoft researchers and collaborators. In this review, learn about the advances in 2023, which set the stage for further progress in 2024.
| Gretchen Huizinga, Cecily Morrison, 和 Karolina Pakėnaitė
Cecily Morrison and Karolina Pakėnaitė are collaborators on a research prototype designed to help members of the blind community find their personal items. Learn how the work is advancing an approach to empower people to shape their own AI experiences.
New evaluation methods and a commitment to continual improvement are musts if we’re to build multimodal AI systems that advance human goals. Learn about cutting-edge research into the responsible development and use of multimodal AI at Microsoft.
Accessibility and inclusion represent a growing space in the technology landscape, and how research and development are being used to empower people across abilities is expanding in exciting ways. Instead of treating disabilities as conditions in need of solutions—as has…
| Simone Stumpf, Cecily Morrison, Daniela Massiceti, Ed Cutrell, 和 Lida Theodorou
Microsoft AI for Accessibility is funding the ORBIT research project, which is enlisting the help of people who are blind or low vision to build a new dataset. People who are blind or low vision can contribute to the project…
| Cecily Morrison
Episode 60, January 23, 2019 – Dr. Morrison gives us an overview of what she calls the “pillars” of inclusive design, shares how her research is positively impacting people with health issues and disabilities, and tells us how having a…