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President Donald Trump signs executive orders in the Oval Office of the White House on January 20, 2025 in Washington, DC. Anna Moneymaker/Getty ImagesBy Billy PerrigoJanuary 22, 2025 12:50 PM ESTPresident Donald Trump on Tuesday announced a $500 billion joint venture between OpenAI, Softbank, MGX and Oracle to build new datacenters to power the next wave of artificial intelligence (AI) in an early signal that his Administration would embrace the technology.The plans, which predate the Trump Administration and involve no U.S. government funds, would result in the construction of large datacenters on U.S. soil containing thousands of advanced computer chips required to train new AI systems.Trump cast his support for the venture in part as a matter of national competitiveness. We want to keep it in this country; Chinas a competitor, Trump said of AI. Im going to help a lot through emergency declarations we have an emergency, we have to get this stuff built.The message echoed recent talking points by the heads of AI companies like Sam Altman of OpenAI, who flanked him during the White House announcement. Altman has argued more vocally in recent months that the U.S. must race to build the energy and datacenter infrastructure in order to create powerful AI before China.The intent is to build datacenters on American soil, so that the U.S. retains sovereignty over the AI modelsOpenAI and Oracle have been working on building out datacenter capacity in the United States since long before Trumps inauguration, and construction is reportedly already underway on some of the facilities connected to Stargate. The new Presidents blessing, however, is a win both for OpenAI which like all tech companies has attempted to position itself in Trumps favor and for Trump himself, who has seized on AI as a means for strengthening the U.S. economy and achieving dominance over China.Stargate also appears to mark an end to OpenAIs exclusive cloud computing partnership with Microsoft, meaning the startup is now free to train its models with other providers. In return for early investment, OpenAI had agreed to train its AIs only on Microsofts systems. But the startup has chafed in the past at what insiders felt was Microsofts inability to supply it with enough computing power, according to reports. Microsoft remains a large investor in OpenAI, and gains a share of its revenue.What could Stargate mean?The goal behind Stargate is to create the infrastructure required to build even more powerful AI systems systems that could perform most economically valuable tasks better and faster than humans could, or that could make new scientific discoveries. Many AI investors and CEOs believe this technology, sometimes referred to as artificial general intelligence, is attainable within the next five years or fewer.But to get there, those AIs need to first be trained. This presents a problem, because the bigger an AI you want to train, the more interlinked chips you need in a datacenter, and the larger the electricity capacity of that datacenter needs to be. Currently, experts say, AIs performance is bottlenecked by these two factors, especially power capacity.Stargate would mean not only the construction of new datacenters to house the latest chips, but also the construction of new energy infrastructure that could supply those datacenters with the gargantuan amount of power needed for an AI training run. Those runs can last for months, with chips running day and night to mold a neural network based on connections within a vast corpus of data.They have to produce a lot of electricity, and well make it possible for them to get that production done very easily, at their own plants if they want at the AI plant they will build their own energy generation and that will be incredible, Trump said Tuesday. Its technology and artificial intelligence, all made in the USA.Much of this electricity is likely to come from fossil fuels. Trump has committed to unleash oil and gas drilling, and has moved to block the grids transition to renewable energy. To cope with the rising demand by U.S. data centers for electricity, utilities companies have delayed retiring coal-fired power plants and have added new gas plants.Will Stargate happen?It already is. Construction has reportedly already begun on a datacenter in Abilene, Texas, that will house part of the Stargate project. But not all of the $500 billion pledged for the joint venture is likely to be available all at once. Of that figure, OpenAI said in a statement that Stargate would begin deploying only a fifth, $100 billion, immediately. The rest will be deployed over the next four years.Stargates announcement led to a rare moment of disharmony between Trump and his most powerful political cheerleader, Elon Musk. They dont actually have the money, Musk posted on X shortly after the announcement. SoftBank has well under $10 [billion] secured. I have that on good authority.Musk has a long and fractious history with Altman. The pair co-founded OpenAI together, but Musk left in 2019 after reportedly mounting a failed bid to become CEO; he now owns the rival AI company xAI and is suing Altman, accusing him of reneging on OpenAIs founding principles. Altman denied Musks allegations on X, inviting him to come to visit the first site already under construction. This is great for the country. I realize what is great for the country isn't always what's optimal for your companies, but in your new role I hope you'll mostly put first, he wrote. He had earlier written: I genuinely respect your accomplishments and think you are the most inspiring entrepreneur of our time. An OpenAI spokesperson did not respond to a request for comment.Regardless of the size of Stargates checking account, it would be foolish to bet against a massive surge in datacenter construction on U.S. soil. Tech companies are already investing billions into the construction of facilities where they can train their next AI systems. And with Trump in the oval office, it appears they have succeeded in convincing the highest levels of government that building more AI infrastructure is an urgent national security priority. We wouldnt be able to do this without you Mr. President, Altman said at the White House on Tuesday, addressing Trump. And Im thrilled that we get to.More Must-Reads from TIMEL.A. Fires Show Reality of 1.5C of WarmingHome Losses From L.A. Fires Hasten An Uninsurable FutureThe Women Refusing to Participate in Trumps EconomyBad Bunny On Heartbreak and New AlbumHow to Dress Warmly for Cold WeatherWere Lucky to Have Been Alive in the Age of David LynchThe Motivational Trick That Makes You Exercise HarderColumn: No One Won The War in GazaWrite to Billy Perrigo at billy.perrigo@time.com