Are you underestimating the actual global population count?

Population estimates for rural China may be incorrect

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Rural population estimates underestimate the number of actual people living in these areas by at least half, researchers argue. However, the findings are contested by demographics. Demography says such underestimation is unlikely to change the head count of a nation or world.

Josiasláng-ritter And while his colleagues at Aalto University in Finland were working to understand the extent to which the dam construction project resettled people, they continued to get numbers that differed significantly from official statistics while estimating the population.

For the purposes of the investigation, they used data on 307 dam projects in 35 countries, including China, Brazil, Australia and Poland, completed between 1980 and 2010, and obtained the number of people reported to have resettled in each case as the population of the area prior to evacuation. We then cross-checked these numbers to break down the area into a square grid, and estimated the number of people living in each square to reach the total.

Láng-Ritter and his colleagues discovered that what they say is a clear contradiction. Their analysis shows that the most accurate estimates increased the actual number by 53% on average, while the worst was 84%. “We were very surprised to see how big this underestimation is,” he says.

The official UN estimate of the world population is around 8.2 billion, but Láng-Ritter says the analysis shows perhaps much higher, but refuses to give a specific number. “Today, population estimates are likely to be conservative accounting, and there is reason to believe that these over 8 billion people are significantly more common,” he says.

The team suggests that these counting errors will occur. This is because rural census data are often incomplete or unreliable, and population estimation methods have historically been designed for the best accuracy in urban areas. Correcting these systematic biases is important to avoid inequality for rural communities, researchers suggest. This can be done by improving census in such areas and recalibrating the population model.

If rural population estimates are far more abolished, it could have a significant impact on the provision of government services and plans, Láng-Ritter said. “The impact may be very large because these datasets are used for so many different types of actions,” he explains. This includes planning transportation infrastructure, building health facilities, and risk reduction efforts in natural disasters and epidemics.

However, not everyone is convinced by the new estimate. “The study suggests that the number of local populations in places where you live in the country is incorrectly estimated, but it is not clear that this necessarily implies that the national estimates of the country are incorrect.” Martin Cork At Stockholm University, Sweden.

Andrew Tame The University of Southampton in the UK will oversee WorldPop. This was one of the data sets that the study suggested, lowering the population by 53%. He says that grid-level population estimates are based on combining high-level census estimates with satellite data and modeling, and that the quality of satellite images before 2010 is known to inaccurate such estimates. “The more time we go back, the more those problems come,” he says. “I think that’s something that’s well understood.”

Láng-Ritter believes new ways are needed as data quality remains a problem. “With the data has improved dramatically within 2010-2020, it is very unlikely that the issues we identified have been fully resolved,” he says.

Stuart Giel Basten In Hong Kong, the University of Science and Technology points out that most of the team’s data comes from China and other parts of Asia and may not apply globally. “I think it’s a very big jump to say that there is a very large undercount in other places like Finland, Australia, Sweden, etc. with a very sophisticated registration system based on one or two data points.” láng-ritter admits this limitation but supports the work. “The countries we saw are very different and the rural areas we surveyed have very different characteristics, so we are confident we will provide a representative sample of the whole of the globe.”

Despite some reservations, Gietel-Basten agrees to Láng-Ritter on one point. “I certainly agree with the conclusion that we should not only invest more in rural data collection, but come up with more innovative ways to count people,” he says.

But the idea that the official world population should expand to billions of people as “unrealistic,” Gietel-Basten says. Tatem is more convincing. “If we’re really insufficient in that mass, it’s a massive news story and it goes against everything in the thousands of other datasets,” he says.

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Source: www.newscientist.com

University examiners unable to detect ChatGPT’s responses during actual examinations

AI will make it harder for students to cheat on face-to-face exams

Trish Gant / Alamy

94% of university exam submissions created using ChatGPT were not detected as generated by artificial intelligence, and these submissions tended to receive higher scores than real student work.

Peter Scarfe Professors at the University of Reading in the UK used ChatGPT to generate answers for 63 assessment questions across five modules of the university's undergraduate psychology course. Because students took these exams from home, they were allowed to look at their notes and references, and could also use the AI, which they were not allowed to do.

The AI-generated answers were submitted alongside real students' answers and accounted for an average of 5% of all answers graded by teachers. The graders were not informed that they were checking the answers of 33 fake students, whose names were also generated by ChatGPT.

The assessment included two types of questions: short answers and longer essays. The prompt given to ChatGPT began with the words, “Include references to academic literature but do not have a separate bibliography section,” followed by a copy of the exam question.

Across all modules, only 6 percent of the AI ​​submissions were flagged as possibly not being the students' own work, although in some modules, no AI-generated work was ever flagged as suspicious. “On average, the AI ​​answers received higher marks than real student submissions,” says Scarfe, although there was some variability across modules.

“Current AI tends to struggle with more abstract reasoning and synthesising information,” he added. But across all 63 AI submissions, the AI's work had an 83.4% chance of outperforming student work.

The researchers claim theirs is the largest and most thorough study to date. Although the study only looked at studies on psychology degrees at the University of Reading, Scarfe believes it's a concern across academia. “There's no reason to think that other fields don't have the same kinds of problems,” he says.

“The results were exactly what I expected.” Thomas Lancaster “Generative AI has been shown to be capable of generating plausible answers to simple, constrained text questions,” say researchers at Imperial College London, who point out that unsupervised assessments involving short answers are always susceptible to cheating.

The strain on faculty who are tasked with grading also reduces their ability to spot AI cheating. “A time-pressed grader on a short-answer question is highly unlikely to come up with a case of AI cheating on a whim,” Lancaster says. “This university can't be the only one where this is happening.”

Tackling it at its source is nearly impossible, Scarfe says, so the education industry needs to rethink what it assesses. “I think the whole education industry needs to be aware of the fact that we need to incorporate AI into the assessments that we give to students,” he says.

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Source: www.newscientist.com

Elon Musk faces backlash for endorsing anti-Semitic conspiracy theory as “actual truth”

Elon Musk has encouraged extremists and white supremacists throughout his year-long tenure as owner of Company X (formerly known as Twitter), but this week he continues to push back on the behavior that mainstream users — and advertisers — tolerate. succeeded in pushing the limits of

Musk on Wednesday endorsed a post by user X that accused the Jewish community of spreading “dialectical hatred against white people.” The statement itself was a response to another X post that shared a PSA video from a foundation fighting anti-Semitism, along with criticism of an anonymous user who posted online that “Hitler was right.”

“I believe that Western Jews, a large minority, [they supported] People who flood their countries don’t like themselves very much,” user X replied. “You want the truth told to your face, and there it is.”

Musk replied, “You told the truth.”

A post that went out of its way to praise Mr. Musk also caused the same thing. white supremacist conspiracy theory Endorsed by Tree of Life synagogue shooter Robert Bowers. Minutes before the shooting, Bowers posted on the far-right social media site Gab that HIAS, a Jewish-American nonprofit that helps refugees, “likes to bring in invaders who will kill our people. ” he posted. “I cannot stand by and watch my fellow citizens being slaughtered,” Bowers wrote shortly before 11 people were murdered at a Pittsburgh synagogue.

The X owner and CTO’s comments have drawn increasingly widespread condemnation. On Friday, White House deputy press secretary Andrew Bates said: answered Musk’s recent support for white supremacy in his platform.

Citing the Tree of Life tragedy and the deadly Oct. 7 Hamas attack in Israel, Bates said, “This abhorrent act of fomenting anti-Semitism and racist hatred is the most “I condemn this in the strongest terms. This goes against our core values ​​as Americans.” It is a responsibility to unite people against hate and to speak out against those who attack the dignity of our fellow Americans and undermine the safety of our communities. ”

The fallout from Musk’s endorsement of anti-Semitic and racist conspiracies was further compounded Friday afternoon. Apple announces “temporary suspension” All company ads on X.

The tweet, which Musk called “actual truth,” also resonated with broader opinion. great replacement Conspiracy theory. A theory popularized by white supremacists to instill fear that non-whites will usurp the majority of the white population in countries like the United States.

The owner of X has been involved with anti-Semites before. Musk previously welcomed Kanye West to X after the singer was banned from posting on Instagram after he used anti-Semitic tropes. Less than a day later, West infamously tweeted, “I’m going to die.” [sic] con 3 About the Jews,” he then posted a Star of David fused with a swastika. X suspended West’s account in December, but reinstated it over the summer.

A year ago, Musk reinstated a number of accounts previously suspended for spreading hate, including Andrew Anglin, the notorious neo-Nazi who started the white supremacist website Daily Stormer. After his return, Mr. Anglin delved into Twitter’s new rules in a reply to Mr. Musk. “You got a 12-hour suspension for tweeting a Star of David with a swastika on it…whatever the rules are, people will follow them. We need to know what the rules are. It just is.”

Musk has made a habit of engaging with self-proclaimed white supremacists and other hate activists. In September, Musk liked someone’s tweet. Self-proclaimed “violent anti-Semite” Musk is the one who started the campaign to ban the Anti-Defamation League from X, accusing the Jewish civil rights group ADL of being “the biggest generator of anti-Semitism on this platform.” , threatened to sue the group over lost advertising revenue due to criticism of the rise in hate speech against X under his leadership;

Facebook co-founder Dustin Moskowitz sarcastically said: Explanation Regarding the situation with Threads, a competitor of Meta’s X. “Xitter CEO Linda Yaccarino is making the biggest decision yet as she decides whether to fire her anti-Semitic CTO or risk losing even more advertisers. We are facing challenges,” Moskowitz wrote. “How will she deal with this difficult but morally clear situation?”

Source: techcrunch.com