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The Space-based Data Center Hype Machine Is Already in Orbit

IEEE Spectrum AI Harry Goldstein

SpaceX filed an FCC application to deploy up to 1 million orbital data center satellites in low Earth orbit, with Elon Musk claiming orbital data centers will be cheaper than terrestrial ones within two to three years. Deploying 1 million satellites at current SpaceX launch rates of 165 missions per year would require approximately 16,666 Starship launches, taking a decade even at 10 times current cadence, while building 1 million satellites at a tenfold increase from the current 4,000 per year production rate would take roughly 25 years. The economic case remains unproven due to technical challenges like cooling 700-watt GPUs requiring 1.4 square meters of radiator surface, environmental concerns about blocking starlight, and latency constraints that make the near-term application primarily viable for inference rather than training workloads.

Why it matters

“The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World Economic Forum in Davos this past January, as his company was preparing to go public.Later that month, SpaceX filed an application with the Federal Communications Commission for an orbital data center constellation of up to 1 million satellites in low Earth orbit, 500 to 2,000 kilometers above Earth. And just three days before the IPO, he discussed some initial design specifications for a new AI-1 satellite data center in a video interview.Musk is prone to hyperbole when it comes to timelines. Full self-driving cars by 2017. First human mission to Mars in 2024. Ten thousand Optimus humanoid robots by the end of 2025. Et cetera. For orbital data centers, which he says will be a cost-effective alternative to terrestrial data centers within three years, the math won’t make sense for several years, if ever.Consider this: There are ro

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