Plus: Meta has been accused of burying research in VR's dangers In May, MIT Technology Review published an unprecedented and comprehensive look at how much energy the AI industry uses--down to a single query. Our reporters and editors traced where AI's carbon footprint stands now, and where it's headed, as AI barrels towards billions of daily users. We've just produced a short video to accompany that investigation. You can read the original full story here, and check out--and share-- the full video on YouTube here . AI is changing the grid. Could it help more than it harms?

How is Russia replenishing its military? What is a'coalition of the willing'? How China forgot promises and'debts' to Ukraine How are Europe, the US pulling apart on Ukraine? Poland shoots down Russian drones: Will NATO enter war in Ukraine? Polish and NATO forces scrambled to intercept Russian drones which entered Poland's airspace early on Tuesday night and early on Wednesday, marking their first direct military engagement with Moscow since the Kremlin's full-scale invasion of Ukraine began in 2022.

Swedish researchers have developed two types of 3D bioprinting technology to artificially generate skin containing blood vessels. It could be a breakthrough in the quest to regenerate damaged skin. When treating severe burns and trauma, skin regeneration can be a matter of life or death. Extensive burns are usually treated by transplanting a thin layer of epidermis, the top layer of skin, from elsewhere on the body. However, this method not only leaves large scars, it also does not restore the skin to its original functional state.

Twelve laboratories around the world have joined forces to map neuronal activity in a mouse's brain as it makes decisions. All products featured on WIRED are independently selected by our editors. However, we may receive compensation from retailers and/or from purchases of products through these links. Neuroscientists from around the world have worked in parallel to map, for the first time, the entire brain activity of mice while they were making decisions. This achievement involved using electrodes inserted inside the brain to simultaneously record the activity of more than half a million neurons distributed across 95 percent of the rodents' brain volume.

How is Russia replenishing its military? What is a'coalition of the willing'? How China forgot promises and'debts' to Ukraine How are Europe, the US pulling apart on Ukraine? A Russian air strike killed 24 elderly Ukrainians who were collecting pensions in eastern Ukraine's Yarova village, about 24km (15 miles) from the city of Sloviansk. Ukrainian President Volodymyr Zelenskyy urged Kyiv's allies to quickly boost supplies of air defence weapons to Ukraine and emphasised that Moscow interpreted a lack of stronger international sanctions on Russia as permission to continue its war.

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Australia to spend $1.1bn on underwater'Ghost Shark' attack drones Australia will spend 1.7 billion Australian dollars ($1.1bn) on a fleet of extra-large underwater "Ghost Shark" attack drones, in a move that officials said would supplement the country's plans to acquire sophisticated nuclear-powered submarines. Australian Minister for Defence Richard Marles said on Wednesday that the Ghost Shark autonomous underwater vehicles will complement Australia's naval surface fleet and submarines to provide "a more capable and more lethal navy". "We have consistently articulated that Australia faces the most complex, in some ways, the most threatening, strategic landscape that we have had since the end of the second world war," Marles said. The government said it signed the $1.1bn, five-year contract with Anduril Australia to build, maintain and develop the uncrewed undersea vehicles in Australia. "This is the highest tech capability in the world," Marles said, adding that the drones would have a "very long range" as well as stealth capabilities.

How is Russia replenishing its military? What is a'coalition of the willing'? How China forgot promises and'debts' to Ukraine How are Europe, the US pulling apart on Ukraine? Polish and NATO forces have shot down drones violating the country's airspace during a Russian aerial attack on neighbouring Ukraine. Fighter jets were scrambled early on Wednesday as more than a dozen drones entered Polish airspace, the Polish military said.

More than 1,000 people across the UK with suspected dementia are to be offered a blood test for Alzheimer's disease which it is hoped could revolutionise diagnosis of the disease. The blood test can detect biomarkers for rogue proteins which accumulate in the brains of patients with the condition and will be used in addition to pen and paper cognitive tests, which often misdiagnose it in its early stages. Scientists leading the trial at University College London believe the blood test will improve the accuracy of diagnosis from 70% to more than 90% and want to see how that helps patients and clinicians. Patients will be recruited at 20 memory clinics as part of the study, which aims to see how well the test works within the NHS. Alzheimer's disease is the most common form of dementia and is associated with the build-up in the brain of two rogue proteins - amyloid and tau - which can accumulate for up to 20 years before symptoms emerge.

Deploying a Machine Learning (ML) training pipeline into production requires good software engineering practices. Unfortunately, the typical data science workflow often leads to code that lacks critical software quality attributes. This experience report investigates this problem in SPIRA, a project whose goal is to create an ML-Enabled System (MLES) to pre-diagnose insufficiency respiratory via speech analysis. This paper presents an overview of the architecture of the MLES, then compares three versions of its Continuous Training subsystem: from a proof of concept Big Ball of Mud (v1), to a design pattern-based Modular Monolith (v2), to a test-driven set of Microservices (v3) Each version improved its overall extensibility, maintainability, robustness, and resiliency. The paper shares challenges and lessons learned in this process, offering insights for researchers and practitioners seeking to productionize their pipelines.