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Thanks to Facebook and Instagram's partial outage on Wednesday, users were able to see some of the social networking sites' artificial intelligence at work. Users who visited both sites using a computer browser could see that Facebook and Instagram photos contain basic descriptions of who and what is in a photo (for instance clouds, clothing, people, etc.). In one photo, the A.I. could figure out that a person was wearing a suit.Here is what Facebook's website says about how it processes information in photos: "We are creating visual sensors derived from digital images and videos that extract information about our environment, to further enable Facebook services to automate tasks that people automatically do today visually. Our ultimate goal, to automatically, and intelligently enhance people’s experiences across Facebook products."A request for further comment has been left for Facebook. Facebook's website 933

The Democrat-led House Ways and Means Committee is suing the Treasury Department, the IRS and their respective leaders, Steve Mnuchin and Charles Rettig, according to the federal court in Washington.House Ways and Means Chairman Richard Neal is seeking the President's tax returns using a little-known IRS provision known as 6103, which allows the Chairmen of the House Ways and Means Committee and the Senate Finance Committee to request and obtain an individual's tax information for a legitimate legislative purpose.The move comes months after Neal made his initial request for the President's tax information and as outside groups and other liberals on the Ways and Means Committee grew impatient with the pace of Neal's efforts. Neal initially made his request for Trump's tax returns on April 3. After a series of follow-up letters, the Treasury Department formally denied the request at the beginning of May, and Neal issued subpoenas to the IRS and Treasury Department on May 10.Democrats had argued that under 6103 authority, Neal did not need to issue a subpoena, but internal deliberations with House Counsel got Neal to the point where the advice was that a subpoena could bolster the case in court. The Democrats on Neal's committee have argued that they need access to the President's tax returns in order to understand how the IRS administers the presidential audit program. Meanwhile, the Treasury Department has argued it is not a legitimate legislative purpose.The lawsuit piles onto several other court fights involving other committees and members of Congress seeking Trump financial records.In two other court cases, Trump has tried to stop the House Oversight Committee, the House Intelligence Committee and the House Financial Services Committee from getting his financial records from Capital One bank, Deutsche Bank and the accounting firm Mazars USA.So far, trial-level judges 1915

The House Judiciary Committee is now engaged in a full-blown investigation and legal fight with the goal of deciding whether to recommend 150

The Chinese Ministry of Education has warned students to be careful if studying in the United States — the latest sign of deteriorating relations between the two countries.In its first "study abroad alert" of the year, issued on Monday, the ministry said students and academics must "prepare accordingly" if they wanted to study in the US."It has been the case for a while that some Chinese students who want to study in the US have been encountering visa restrictions, prolonged review times, shortened time validity and a rising rate of visa rejections," the ministry statement said."(This) affects Chinese students' successful study in the US."The ministry rarely issues alerts of this nature -- and when it does they often relate to one university rather than an entire country.The hashtag for the alert has gone viral since it was announced late Monday local time, and has already been read more than 21 million times on Chinese social media site Weibo.Ahead of the official statement, ministry International Cooperation and Exchange Department deputy chief Xu Yongji said education exchanges had become "increasingly complicated.""The US and the federal government have been politicizing the normal exchanges between the countries and suppressing China in the name of the China threat and infiltration theory," he said.In March, a group of Republican congressmen introduced a bill into the US Congress which would ban any individuals employed or sponsored by the Chinese military from 1503

The number of foreign students coming to U.S. colleges and universities continued to fall last year, according to a new report, but the Trump administration says the drop should be blamed on high tuition costs and not students’ concerns over the nation’s political atmosphere.An annual report from the Institute of International Education found that the number of newly enrolled international students dipped by 1% in fall 2018 compared to the year before. It follows decreases of 7% and 3% in the previous two years, which were the first downturns in more than a decade.The downturn is a worry for universities that have come to rely on tuition from foreign students, who are typically charged higher rates. Some schools have blamed President Donald Trump’s rhetoric against immigrants for driving students away, but officials at the State Department, which pays for the annual report, dismissed the idea.Caroline Casagrande, deputy assistant secretary for academic programs at the department’s Bureau of Educational and Cultural Affairs, said students are deterred by the high cost to attend U.S. schools. She said the downturn is tied to students who were applying to college during the Obama administration, and that the numbers appear to be rebounding under Trump.“What we’ve seen today is a dramatically better picture compared to last year’s declines,” Casagrande said during a call with reporters. “The Trump administration has dedicated more resources than ever to international student mobility.”While fewer new students are coming, the study found that more are staying for professional training after they graduate. More than 220,000 were granted permission to stay for temporary work through a federal program, an increase of about 10% over fall 2017.China continued to send more students than any other country, followed by India and South Korea and Saudi Arabia. But booming years of growth from China have leveled off. The number of overall Chinese students in the country ticked up by less than 2%, and some campuses have seen major decreases in Chinese enrollment.The number of Chinese students at the University of Alabama has decreased by 43% over the past two years, to 266, according to the university’s annual enrollment report. At the University of Iowa and at Kansas State University, Chinese enrollment fell by about a third in that span.Declines from China have been attributed to several factors. Chinese students have reported difficulty getting U.S. visas amid a trade war between the two nations. Universities in Australia and Canada have worked harder to attract Chinese students. And some scholars say concerns over academic espionage have fueled anti-China sentiment on U.S. campuses.State Department officials said that they’re working to ease tensions and encourage Chinese students to study in the U.S. The department recently sent a delegation to China to promote academic exchange, and U.S. Ambassador Terry Branstad recently wrote an op-ed in a Chinese youth publication inviting students to study at U.S. schools.“The State Department has been working hard to make sure Chinese students know they’re welcome in the United States,” Casagrande said. “We want these Chinese students here.”The report also found that far fewer students are coming from Saudi Arabia, a shift that began in 2017 after the Gulf nation scaled back a scholarship program for global study. There were also dips in students coming from South Korea, Japan and Mexico.Meanwhile, the U.S. attracted growing numbers of students from Asia, Latin America and Africa. Numbers from Brazil and Bangladesh jumped 10% last year, the report found, while Nigeria ticked up 6%. Many universities have shifted their recruiting efforts to those areas in recent years as they look to offset losses from China.“More institutions are expanding their outreach in more regions,” said Mirka Martel, the head of research, evaluation and learning at the Institute of International Education, which is based in New York. “This growth demonstrates how attractive a U.S. education is for students around the world.”The academic subjects students come to study are also starting to shift. The number of students studying business, an area that has long been a draw for Chinese students, fell by 7% last year, the report found. Meanwhile, math and computer science saw a 9% increase and surpassed business as the No. 2 subject behind engineering.While the report focuses on data from 2018, it also included early findings for this year. Among more than 500 schools surveyed, the number of newly enrolled foreign students fell by 1% again, while the number of total international students fell by about 2%.___Collin Binkley can be reached on Twitter at 4748

来源：资阳报