Microsoft Created AI That Reads Just as Well as Humans

It'southward no secret that Microsoft wants to exist a leader in artificial intelligence (AI). Since forming its AI and Research grouping in 2022, the company has shown over the last few years that information technology'southward serious about becoming a leader in the space. With their newest achievement, Redmond is wasting no time staking their claim.

While this latest try isn't quite as cool as building software that tin can conquer Ms. Pac-Man, the visitor has accomplished another AI feat. This month, it announced that its Microsoft Research Asia team has written AI software that can read and answer questions nearly a document with the same proficiency of a human reader. The software, which is already being used in its Bing search engine, has many applications for use in its products and services.

Questions and Answers

The research squad used an established framework known equally the Stanford Question Answering Dataset (SQuAD). The dataset is composed of more than 100,000 question-respond pairs on more than 500 unlike Wikipedia articles. For case, a machine learning (ML) model is given the text of an article for Super Bowl 50. Information technology will and so be asked questions such as "Who represented the AFC at Super Bowl 50?" or "In what city did Super Bowl 50 take place?" Questions get more avant-garde from at that place: "How many showtime downs did the Broncos take in Super Bowl 50?" "With how many teams has Manning won the Super Basin?" The southwardoftware is scored based on its power to reply these questions, and that score is compared to the performance of a homo being.

On January. 3, Microsoft's team submitted a model that achieved a score of 82.650 on the verbal lucifer portion of the examination, beating out the human score of 82.304. They currently sit well-nigh the summit of the Squad leaderboard, sharing the No. 2 spot with a model created past the Chinese e-commerce giant Alibaba.

Smarter Software

This project is all part of an effort to shape the fashion we interact with technology. A good identify to meet these features play out is with Bing, where the company has already implemented some of the engineering science they submitted to the SQuAD leaderboard. Imagine, for example, the current manner you lot use a search engine. Type in a question or search term ("Is java good for you?"), receive a list of links. With Bing'south recently launched intelligent search features, nonetheless, you may very well notice you lot could become the information yous seek without clicking a single link. In this example, the search results are returned along with 2 paragraphs detailing the health effects of coffee. This, according to Microsoft, is a much more than intuitive and "human" way of receiving information than the link-clicking mentality of the past.

"Microsoft is working on ways that a computer can respond not just an original question just as well a follow-upwards," writes visitor blogger Allison Linn. "For example, let's say y'all asked a system, 'What yr was the prime number minister of Deutschland born?' You lot might want information technology to also sympathize you lot were all the same talking about the same thing when you asked the follow-up question, 'What metropolis was she born in?' These investments are a conscious effort in making the use of a computer more than natural and conversational."

AI Integration With Popular Tools

Microsoft has likely fabricated major investments in ML, especially in reading comprehension, in part because it has use cases in so many of its products and services. Besides Bing or Cortana, it's not at all difficult to imagine this document-reading functionality in the Function Suite.

Besides document reading, we are already beginning to see ML in other offerings. At its Ignite 2022 conference, Microsoft appear that it was ramping up AI integration into its biggest products. Dynamics 365, its pop customer human relationship direction (CRM) tool, will characteristic more AI enhancements and modular apps in the well-nigh time to come, including virtual agents for customers and virtual assistants for internal support. As an added bonus, these bots tin can be used in Facebook Messenger, Kik, Slack, and other popular conversation apps. This integration aims to automate repetitive tasks and increase productivity. These tools are already beingness piloted with customers including Hewlett-Packard and Macy'south and are expected to roll out to more businesses presently.

The entire Microsoft 365 ecosystem at large volition see more AI integration also. ML will be leveraged to bring users more relevant and personalized search results. Microsoft 365 is already a powerful tool and, if the AI integration works as intended, information technology could cement the company'south identify in the marketplace even further.

Stiff Competition

While Microsoft has a stronghold in the AI infinite, they are far from alone. Just a few days after posting the story, their model was kicked from the No. 1 spot on the SQuAD leaderboard. Information technology was usurped by a reader model submitted past a collaboration betwixt the Harbin Institute of Technology (Striking) and AI company iFLYTEK in China. While being 2d is still a remarkable achievement, its demonstrative of how difficult it truly is to be a leader in ML enquiry.

AI hype (and the inevitable hangover) seems to be everywhere these days, and if Amazon and Google'southward presence at CES was any indication, the space volition only go more competitive in 2022. Redmond will go on to innovate and lead avant-garde, useful AI implementations.

Source: https://sea.pcmag.com/slack/19327/microsoft-created-ai-that-reads-just-as-well-as-humans

Posted by: rowanopinkh.blogspot.com

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