Фото: Daniel Cole / Reuters
A single data center can be 40% to 50% larger than an average Walmart Supercenter and require up to 1,500 workers during peak construction. And as companies race to build ever more powerful AI models, those facilities are getting bigger still. Meta’s Hyperion AI data center project, for example, is expected to reach four times the size of Central Park.
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Many recent papers labeled as “reconstruction” are effectively performing n-way decoding: they decode a category and then use a generative model to produce a visually plausible sample inside the predicted class. This can look convincing, but remains a restricted classification problem. Similar n-way decoding setups have long been standard in the MVPA literature and can achieve quite high performance when the candidate set is limited.
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