隐藏在Microsoft Designer背后的新科技，让人人都是设计师
编者按：在视觉图像设计中，用户的需求与最终的设计成品往往是“想象很美好，现实很骨感”。这通常是因为用户在与设计师沟通时，双方理解不一致，导致最终设计结果不尽如人意。但是，如果能够“自给自足”，借助人工智能技术为每个人赋予设计能力，是否会更容易让自己脑海中的画面变为现实？智能化设计工具 Microsoft Designer 就是一个能辅助用户成为设计师的好帮手。 2022年10月，微软在 Ignit...
In the news | Microsoft
Governing AI: A Blueprint for the Future
“Don’t ask what computers can do, ask what they should do.” That is the title of the chapter on AI and ethics in a book I coauthored in 2019. At the time, we wrote that “this may be one of…
In the news | OpenAI
Democratic Inputs to AI
Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law.
Research Focus: Week of May 22, 2023
In this edition: New research explores the causal ability of LLMs and DNA storage in thermoresponsive capsules; a talk on human-centered AI; and a CFP for funding for LLM productivity research projects from the Microsoft New Future of Work Initiative.
编者按：Microsoft Editor 是一款人工智能写作辅助工具，其中的语法检查器（grammar checker）功能不仅可以帮助不同水平、领域的用户在写作过程中检查语法错误，还可以对错误进行解释并给出正确的修改建议。神经语法检查器模型是这款提供了强大拼写检查和语法纠正服务的 Microsoft Editor 背后的关键技术，该模型采用了微软亚洲研究院创新的 Aggressive Decod...
In the news | Debug Object Detection Models with the Responsible AI Dashboard
New RAI Dashboard capabilities announced at Microsoft Build 2023
At Microsoft Build 2023, we announced support for text and image data in the Azure Machine Learning responsible AI dashboard in preview. This blog will focus on the dashboard’s new vision insights capabilities, supporting debugging capabilities for object detection models.
By Chong Luo, Principal Researcher Dense prediction tasks constitute a fundamental type of computer vision problems, where the goal is to learn a mapping from an input image to a pixel-wise annotated label. Some examples of dense prediction tasks include…
REACT — A synergistic cloud-edge fusion architecture
| Srinivasan Iyengar and Venkat Padmanabhan
This research paper was accepted by the eighth ACM/IEEE Conference on Internet of Things Design and Implementation (opens in new tab) (IoTDI), which is a premier venue on IoT. The paper describes a framework that leverages cloud resources to execute large…
Achieving Zero-COGS with Microsoft Editor Neural Grammar Checker
| Tao Ge, Ting Cao, Si-Qing Chen, and Qiong(Emma) Ning
Microsoft Editor provides AI-powered writing assistance to millions of users around the world. One of its features that writers of all levels and domains rely on is the grammar checker, which detects grammar errors in a user's writing and offers…