Question
Is there enough power for AI?
Of the 7 moments we cut that answer this, 6 say power is the bottleneck and one says power isn’t the problem. Aravind Srinivas said on Sourcery (Oct 12, 2026) that power, permits, and interconnection queues are bottlenecking data center build-outs. Jensen Huang said on Lex Fridman Podcast (Mar 23, 2026) that there is substantial idle grid capacity that data centers could use if they accept occasional degraded service.
Where they stand
Power is the bottleneck6
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 Long-context agents make local hardware cost-competitive with data centers
“as context expands, and as individual user has a lot of personal context, the context window increase dominates the batch size.”
Aravind SrinivasFounder & CEO, Perplexity30:08 Energy capacity will cap the AI buildout
Pat says US energy capacity was flat for 15 years and is growing only about 4% a year. He expects data center projects to default because the power will not be there.
Pat GelsingerGeneral Partner, Playground Global
Data center owners need open models and a software partner
“by nature of you owning your own asset, you need an open model to serve on it”
Misha LaskinCEO & Co-founder, Reflection51:53 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 Why even free ASICs lose to NVIDIA when power is the limit
“if somebody gave them a 15 discount you know the difference between our gross margins was called 75 points and somebody else's gross margins call it 50 to 65 points”
Jensen HuangFounder & CEO, NVIDIA51:57
Not the problem1
The power grid sits mostly idle, and data centers could use that slack
“99% of the time, we're nowhere near the worst case condition because the worst case condition is a few days in the winter, a few days in the summer”
Jensen HuangCo-founder & CEO, NVIDIA47:42
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 22, 2026.