Topological data analysis (TDA) delivers invaluable and complementary information on the intrinsic properties of data inaccessible to conventional methods.

Over time,ADAPTON improves its model estimates and obtains more accurate gradient updates to improve the controller.

Defense companies exploring artificial intelligence will help the U.S. military "keep up" with rivals like China, a former fighter pilot told Fox News. The Senate version of the National Defense Authorization Act could include a House-authored provision that prohibits the United States government and its contractors from buying equipment from "adversarial biotech companies" that work to "exploit" Americans' genetic information for "malign purposes," Fox News Digital has learned. Both the Senate and the House of Representatives are currently conferencing and negotiating on final NDAA text that can be passed by both chambers. The provision, which was passed in the original House bill, was introduced by House China Select Committee Chairman Mike Gallagher, R-Wis. The provision prohibits the purchase of biotechnology equipment or services from all United States adversaries, including North Korea, Russia, Iran and China.

He pointed to China's largest genomics company, BGI, which purchased the U.S. firm Complete Genomics in 2013. Over the years, BGI has made inroads in American hospitals and health-care institutions, offering inexpensive large-scale DNA sequencing, he said. Providing such services is not illegal, but at the same time, You said, BGI is gaining access to massive amounts of Americans' genetic data.

A Chinese gene company selling prenatal tests around the world developed them in collaboration with the country's military and is using them to collect genetic data from millions of women for sweeping research on the traits of populations, a review of scientific papers and company statements found. U.S. government advisers warned in March that a vast bank of genomic data that the company, BGI Group, is amassing and analyzing with artificial intelligence could give China a path to economic and military advantage. As science pinpoints new links between genes and human traits, access to the biggest, most diverse set of human genomes is a strategic edge. The technology could propel China to dominate global pharmaceuticals, and also potentially lead to genetically enhanced soldiers, or engineered pathogens to target the U.S. population or food supply, the advisers said. Reuters has found that BGI's prenatal test, one of the most popular in the world, is a source of genetic data for the company, which has worked with the Chinese military to improve "population quality" and on genetic research to combat hearing loss and altitude sickness in soldiers. BGI says it stores and reanalyzes left-over blood samples and genetic data from the prenatal tests, sold in at least 52 countries to detect abnormalities such as Down's syndrome in the fetus. The tests -- branded NIFTY for "non-invasive fetal trisomY" -- also capture genetic information about the mother, as well as personal details such as her country, height and weight, but not her name, BGI computer code shows.

SYDNEY – BGI Group, the world's largest genomics company, has worked with China's military on research that ranges from mass testing for respiratory pathogens to brain science, a review of research, patent filings and other documents has found. The review, of more than 40 publicly available documents and research papers in Chinese and English, shows BGI's links to the People's Liberation Army (PLA) include research with China's top military supercomputing experts. The extent of those links has not previously been reported. BGI has sold millions of COVID-19 test kits outside China since the outbreak of the new coronavirus pandemic, including to Europe, Australia and the United States. Shares of BGI Genomics Co., the company's subsidiary listed on the Shenzhen stock exchange, have doubled in price over the past 12 months, giving it a market value of about $9 billion.

The recently formed British Games Institute, which aims to become a video game equivalent of the BFI, is merging with the National Videogame Foundation to create a new body dedicated to supporting and promoting game development and culture in Britain. The British Games Institute will be housed at the NVA's National Videogame Arcade building in Nottingham, where a games museum as well as cultural and educational programmes have been in operation since 2016. A campaign to establish the British Games Institute was announced last October, backed by two trade bodies and more than 500 senior games, investment, arts and education figures, including Conservative MP Ed Vaizey and film producer Lord Puttnam. Set up by games industry veterans Ian Livingstone and Rick Gibson, the campaign called on the government to support a national agency so that it could fund and promote games development in Britain, as well as aid diversity and inclusion in the sector. A Change.org petition to garner government support for the initiative attracted more than 10,000 signatures.

"This smart mirror isn't very smart," says Jun Wang, standing in front of a full-length mirror wearing designer jeans ripped at the knees. "It's just a camera and a mirror," he says, looking mildly distressed--or as distressed as possible for a man whose face is perpetually unperturbed. "What I want is a mirror that does a 3-D scan of me here," he says, using his hands to trace the contour of his thighs, "and here." Wang indicates his belly, which is lean. "We want an exact 3-D figure of you: the fat, the muscle--your entire body shape, plus facial recognition, and what's going on with your skin." He points to the top right area of the mirror.