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VIPPEROD, Denmark — European scientists have developed an artificial intelligence algorithm capable of interpreting pig sounds, aiming to create a tool that can help farmers improve animal welfare.

The algorithm could potentially alert farmers to negative emotions in pigs, thereby improving their well-being, according to Elodie Mandel-Briefer, a behavioral biologist at University of Copenhagen who is co-leading the study.

The scientists, from universities in Denmark, Germany, Switzerland, France, Norway and the Czech Republic, used thousands of recorded pig sounds in different scenarios, including play, isolation and competition for food, to find that grunts, oinks, and squeals reveal positive or negative emotions.

While many farmers already have a good understanding of the well-being of their animals by watching them in the pig pen, existing tools mostly measure their physical condition, said Mandel-Briefer.

“Emotions of animals are central to their welfare, but we don’t measure it much on farms,” she said.

The algorithm demonstrated that pigs kept in outdoor, free-range or organic farms with the ability to roam and dig in the dirt produced fewer stress calls than conventionally raised pigs. The researchers believe that this method, once fully developed, could also be used to label farms, helping consumers make informed choices.

“Once we have the tool working, farmers can have an app on their phone that can translate what their pigs are saying in terms of emotions,” Mandel-Briefer said.

Short grunts typically indicate positive emotions, while long grunts often signal discomfort, such as when pigs push each other by the trough. High-frequency sounds like screams or squeals usually mean the pigs are stressed, for instance, when they are in pain, fight, or are separated from each other.

The scientists used these findings to create an algorithm that employs AI.

“Artificial intelligence really helps us to both process the huge amount of sounds that we get, but also to classify them automatically,” Mandel-Briefer said.
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Chinese officials recently released a 25-year space exploration plan that details five major scientific themes and 17 priority areas for scientific breakthroughs with one goal: to make China a world leader in space by 2050 and a key competitor with the U.S. in space, for decades to come.

Last week, the Chinese Academy of Sciences, the China National Space Administration, and the China Manned Space Agency jointly released a space exploration plan for 2024 through 2050.

It includes searching for extraterrestrial life, exploring Mars, Venus, and Jupiter, sending space crews to the moon and building an international lunar research station by 2025.

Clayton Swope, deputy director of the Aerospace Security Project at the Center for Strategic and International Studies, says the plan highlights China’s long-term commitment and answers some lingering questions as well.

“I think a lot of experts have wondered if China would continue to invest in space, particularly in science and exploration, given a lot of economic uncertainties in China … but this is a sign that they’re committed,” Swope said.

The plan reinforces a “commitment to really look at space science and exploration in the long term and not just short term,” he added.

The plan outlines Beijing’s goal to send astronauts to the moon by 2030, obtain and retrieve the first samples from Mars and successfully complete a mission to the Jupiter system in the next few years. It also outlines three phases of development, each with specific goals in terms of space exploration and key scientific discoveries.

The extensive plan is not only a statement that Beijing can compete with the U.S. in high-tech industries, it is also a way of boosting national pride, analysts say. 

“Space in particular has a huge public awareness, public pride,” says Nicholas Eftimiades, a retired senior intelligence officer and senior fellow at the Atlantic Council, a Washington-based think tank. “It emboldens the Chinese people, gives them a strong sense of nationalism and superiority, and that’s what the main focus of the Bejing government is.”

Swope agrees.

“I think it’s [China’s long-term space plan] a manifestation of China’s interest and desire from a national prestige and honor standpoint to really show that it’s a player on the international stage up there with the United States,” he said.

Antonia Hmaidi, a senior analyst at the Mercator Institute for China Studies, told VOA in an email response that, “China’s space focus goes back to the 1960,” and that “China has also been very successful at meeting its own goals and timelines.”

In recent years China has carried out several successful space science missions including Chang’e-4, which marked the world’s first soft landing and roving on the far side of the moon, Change’e-5, a mission that returned a sample from the moon back to Beijing for the first time, and Tianwen-1, a space mission that resulted in Chinese spacecraft leaving imprints on Mars. 

In addition, to these space missions, Bejing has implemented several programs aimed at increasing scientific discovery relating to space, particularly through the launch of several space satellites. 

Since 2011, China has developed and launched scientific satellites including Dark Matter Particle Explorer, Quantum Experiments at Space Scale, Advanced Space-based Solar Observatory, and the Einstein Probe.

While China continues to make progress with space exploration and scientific discovery, according to Swope, there is still a way to go before it catches up to the United States.

“China is undeniably the number 2 space power in the world today, behind the United States,” he said. “The United States is still by far the most important in a lot of measures and metrics, including in science and exploration.”

Eftimiades said one key reason the United States has maintained its lead in the space race is the success of Washington’s private, commercial aerospace companies.

“The U.S. private industry has got the jump on China,” Eftimiades said. “There’s no type of industrial control, industrial plan. In fact, Congress and administration shy away from that completely.”

Unlike the United States, large space entities in China are often state-owned, such as the China Aerospace Cooperation, Eftimiades said.

He adds that one advantage of China’s space entities being state-owned is the ability for the Chinese government to “direct their industries toward specific objectives.” At the same time, having bureaucracy involved with state-owned enterprises leads to less “cutting-edge technology.”

This year, China has focused on growing its space presence relative to the U.S. by conducting more orbital launches. 

Beijing planned to conduct 100 orbital launches this year, according to the state-owned China Aerospace Science and Technology Corporation, which was to conduct 70 of them. However, as of October 15, China had completed 48 orbital launches.

Last week, SpaceX announced it had launched its 100th rocket of the year and had another liftoff just hours later. The private company is aiming for 148 launches this year.

Earlier this year the U.S. Department of Defense implemented its first Commercial Space Integration Strategy, which outlined the department’s efforts to take technologies produced in the private sector and apply their uses for U.S. national security purposes.

In a statement released relating to the U.S. strategic plan, the Department of Defense explained its strategy to work closely with private and commercial sector space companies that are known to be innovative and have scalable production.

According to the statement, officials say “the strategy is based on the premise that the commercial space sector’s innovative capabilities, scalable production and rapid technology refresh rates provide pathways to enhance the resilience of DOD space capabilities and strengthen deterrence.”

Many space technologies have military applications, Swope said.

“A lot of things that are done in space have a dual use, so [space technologies] may be primarily used for scientific purposes, but also could be used to design and build and test some type of weapons technology,” Swope said.

Hmaidi says China’s newest space plan stands out for what it doesn’t have.

“The most interesting and striking part about China’s newest space plan to me was the narrow focus on basic science over military goals,” she told VOA in an email. “However, we know from open-source research that China is also very active in military space development.”

“This plan contains only one part of China’s space planning, namely the part that is unlikely to have direct military utility, while not mentioning other missions with direct military utility like its low-earth orbit internet program,” Hmaidi explained.
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A top Chinese official has urged tech giant Apple to deepen its presence and investment in innovation in the world’s second largest economy at a time when supply chains and companies are shifting production and operations away from China.

As U.S.-China geopolitical tensions simmer and tech competition between Beijing and Western countries intensifies, foreign investment in China shrunk in 2023 to its lowest level in three decades, according to government statistics.

The United States has banned the export of advanced technology to China and Beijing’s crackdown on spying in the name of national security concerns has spooked investors.

On Wednesday, Jin Zhuanglong – China’s Minister for Industry and Information Technology – told Apple CEO Tim Cook he hoped that, “Apple will continue to deepen its presence in the Chinese market,” urging Cook to “increase investment in innovation, grow alongside Chinese firms, and share in the dividends of high-quality investment,” according to a ministry statement.

At the meeting Jin also discussed “Apple’s development in China, network data security management, (and) cloud services,” according to the statement.

China has the world’s largest market for smartphones, and Apple is a leading competitor. However, increasingly the iPhone producer has lost market share in the country due to an increasing number of local rivals in the smartphone sector.

In the second quarter of this year, AFP reports that Apple ranked sixth among smartphone vendors in China, holding a 16% market share, marking a drop of three positions compared to its ranking during the same period last year, according to analysis firm Canalys.

Jin also repeated a frequent pledge from officials in Beijing that China would strive to provide a “better environment” for global investors and “continue to expand high-level opening up.

Cook’s trip to China was his second of the year. His posts on the X-like Chinese social media platform Weibo showed he visited an Apple store in downtown Beijing, visited an organic farm, and toured ancient neighborhoods with prominent artists such as local photographer Chen Man.

Cook added that he met with students from China’s Agricultural University and Zhejiang University to receive feedback on how iPhones and iPads can help farmers adopt more sustainable practices. 

Some information in this report came from Reuters and AFP.
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