Yeah, that’ll happen.

While AI bubble talk fills the air these days, with fears of overinvestment that could pop at any time, something of a contradiction is brewing on the ground: Companies like Google and OpenAI can barely build infrastructure fast enough to fill their AI needs.

During an all-hands meeting earlier this month, Google’s AI infrastructure head Amin Vahdat told employees that the company must double its serving capacity every six months to meet demand for artificial intelligence services, reports CNBC. The comments show a rare look at what Google executives are telling its own employees internally. Vahdat, a vice president at Google Cloud, presented slides to its employees showing the company needs to scale “the next 1000x in 4-5 years.”

While a thousandfold increase in compute capacity sounds ambitious by itself, Vahdat noted some key constraints: Google needs to be able to deliver this increase in capability, compute, and storage networking “for essentially the same cost and increasingly, the same power, the same energy level,” he told employees during the meeting. “It won’t be easy but through collaboration and co-design, we’re going to get there.”

  • HarkMahlberg@kbin.earth
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    6 hours ago

    the next 1000x in 4-5 years

    At the risk of stating the obvious, Ars is working backwards from this metric to get their headline “double every 6 months.” 2^10 = 1024, to get that number in 5 years means doubling every half-year.

    But Google didn’t set incremental 6-month deadlines for 5 years straight, they set a single 5-year deadline. Because in 6 months shareholders can call their bluff quite easily, but in 5 years they’re hoping everyone is A) distracted by some new disaster, or B) there’s a new tech hype cycle they can push. They’re trying to stall the bubble popping by pointing to a nebulous future where they magically scale to infinity, and hoping we all forget that they ever made this claim.

  • TimLovesTech@badatbeing.social
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    7 hours ago

    Doubling every year would be crazy unsustainable at Google scale, but to tell employees you need to do so every 6 months seems like a fever dream of someone that doesn’t understand what they are asking (or knows they aren’t responsible for actually doing it). The old “just throw it over the fence” approach that corporate kool-aid drinkers love because they can take credit and shift blame.

  • plyth@feddit.org
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    7 hours ago

    Gaslighting. Processor capacity doubles every 2 years according to Moore’s law which at best can be energy neutral. All other increases can only come from proportional energy increases. So instead of needing 1000x the energy, at best it is 250x.

    • mushroommunk@lemmy.today
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      6 hours ago

      Moore’s “law” died back in 2016. It’s not held for a while now. The only way they can scale the way they want without a major breakthrough is more power and larger machines

  • psx_crab@lemmy.zip
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    6 hours ago

    Google’s AI infrastructure head Amin Vahdat told employees that the company must double its serving capacity every six months to meet demand for artificial intelligence services, reports CNBC.

    Sound awfully like a cancer tumour inside Amin’s head.