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Elon Musk’s merger of SpaceX and xAI marks one of the boldest infrastructure bets in modern technology, aiming to push artificial intelligence computing beyond Earth and into orbit. The deal has renewed attention on a long-discussed but largely theoretical idea: building data centers in space powered by near-constant solar energy.

Advocates argue that orbital data centers could overcome some of the biggest constraints facing Earth-based facilities, including soaring electricity costs and cooling challenges. In space, satellites can harvest uninterrupted solar power and radiate heat directly into the vacuum, potentially lowering long-term operating costs. Musk has said that space-based computing may become the most cost-effective way to scale AI within a few years as demand for processing power explodes.

Skeptics, however, caution that major technical and economic hurdles remain. AI chips would be exposed to intense radiation, while cooling high-performance processors in a vacuum requires large and costly thermal systems. Launch expenses, maintenance limitations, latency, and space debris risks further complicate the business case. Some experts believe commercial viability may still be a decade away.

What sets Musk apart, analysts say, is control over critical components of the ecosystem. SpaceX operates the world’s most active launch fleet, has experience mass-producing satellites through Starlink, and now pairs that with an in-house AI developer. As rivals such as Alphabet explore similar concepts, the merger signals a high-stakes wager that the future of AI infrastructure may extend beyond the planet.