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The problem with all these "AI box" startups is that the product is too expensive for hobbyists, and companies that need to run workloads...

The problem with all these "AI box" startups is that the product is too expensive for hobbyists, and companies that need to run workloads at scale can always build their own servers and racks and save on the markup (which is substantial). Unless someone can figure out how to get cheaper GPUs & RAM there is really no margin left to squeeze out.

Posted by paxys on Mar 21, 2026, 10:32 PM

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The problem with all these "AI box" startups is that the product is too expensive for hobbyists, and companies that need to run workloads...

paxysMar 21, 2026, 10:32 PM

The problem with all these "AI box" startups is that the product is too expensive for hobbyists, and companies that need to run workloads at scale can always build their own servers and racks and save on the markup (which is substantial). Unless someone can figure out how to get cheaper GPUs & RAM there is really no margin left to squeeze out.

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