All questions
Question
Is there still a GPU shortage?
Of the 7 moments we cut that answer this, 5 say compute is still short, one says the shortage is easing and one says a glut is coming. Sundar Pichai said on Big Technology Podcast (Oct 20, 2026) that frontier AI compute remains a priority, and present shortages reflect data-center decisions made years earlier. Chamath Palihapitiya said on Moonshots (Oct 21, 2026) that power, rather than chips, is the main constraint on expanding AI capacity.
Where they stand
Still short5
Google puts frontier AI compute ahead of other uses
“the first principles we operate on is to making sure we have enough compute to invest in the frontier.”
Sundar PichaiCEO, Google17:09 Argon usage reached 25 trillion tokens in 72 hours
“in the first 72 hours since we launched, it's almost up to 25 trillion tokens used”
Sundar PichaiCEO, Google2:37 Agent growth could make compute the next infrastructure bottleneck
“I still think that we are undervaluing just how much that inference is going to come online, how fast these new models are”
Jake CooperFounder & CEO, Railway56:11 Neocloud contracts differ from hyperscalers’ self-build plans
“Generally speaking, they're signing five-year, six-year term links, and they're off taking the full capacity.”
Jordan NanosMember of Technical Staff, SemiAnalysis21:06 AWS reserves GPU capacity to support startups
“We choose not to do that because we actually want to keep growing the full ecosystem.”
Matt GarmanCEO, AWS18:50
Easing1
Power shortages will constrain AI more than chips
“by 2050, we're still 1.4 terawatt hours short, which is effectively six California's worth of electricity.”
Chamath PalihapitiyaFounder & CEO, Social Capital41:16
A glut ahead1
Compute demand depends on price, and a glut will come
“It's not a supply issue of chips. It's actually the fact that I don't have warm shells to plug into.”
Satya NadellaChairman & CEO, Microsoft18:36
Each moment is a few minutes of a long interview, cut by Real Alpha and filed under how it answers by a model that read its claim and quote. Open a moment for its full transcript. Last moment added Oct 23, 2026.