South Korea's first agreed US investment project is a $23.3 billion gas-fired power plant in Encinal, Texas. Japan's March batch has the same tilt, putting allied money into US generation next to data-center clusters that are short of power.
Perspective Coverage
3 publishers
- Builder
- Builder 8%
- Operator
- Operator 37%
- Investor
- Investor 55%
Reality
- Evidence55
- Adoption15
- Hype gap+35
- Incentives70
- Confidence55
Kevin O'Leary's 9-gigawatt Wonder Valley data center won a unanimous county vote in Utah, then ran into residents its backers had not told. For an AI tenant comparing sites, the date the neighbors found out belongs in the approval file next to the vote.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+55
- Incentives72
- Confidence58
New Jersey fined DataOne $1.07 million, its largest data-center penalty, for running 62 unpermitted gas generators, about 123 MW, at the Vineland AI site. Until the permits clear, that power runs on a regulator's timetable at a campus built to deliver GPU capacity to Microsoft.
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+15
- Incentives55
- Confidence68
The AI Energy Management Alliance, founded with Nvidia and Emerald AI plus 18 partners, argues that cutting grid draw for under 100 hours a year beats waiting 5-7 years for upgrades. The record behind it is Google's own 1GW across six named utilities.
Perspective Coverage
7 publishers
- Builder
- Builder 26%
- Operator
- Operator 45%
- Investor
- Investor 29%
Reality
- Evidence55
- Adoption30
- Hype gap+35
- Incentives80
- Confidence60
The Ulsan memorandum splits more than 1 trillion won between a HiMSEN power engine plant sized at 3 gigawatts and a line for small modular reactor components. The city's contribution is faster permits.
Reality
- Evidence38
- Adoption12
- Hype gap+32
- Incentives72
- Confidence45
CEO Liang Wenfeng said in investor discussions that Huawei starts delivering AI training chips around Q4 2026 or Q1 2027, and the Inner Mongolia fleet under consideration is 160 times the Ascend cluster DeepSeek ran in June 2026.
Reality
- Evidence27
- Adoption20
- Hype gap+44
- Incentives58
- Confidence34
Bloom's own percentages imply a $13.3 billion non-compute capex baseline and a $61 billion five-year cost of ownership for that gigawatt, with two thirds of the claimed saving arriving before the plant burns any gas.
Reality
- Evidence25
- Adoption22
- Hype gap+45
- Incentives85
- Confidence55
A Form D filed on September 18 shows one investor and $1.5 million sold out of $6 million. At the $0.04 per kilowatt-hour SovAI advertises, one 100-megawatt site would invoice about $35 million of electricity a year.
Reality
- Evidence58
- Adoption5
- Hype gap+55
- Incentives80
- Confidence62
Onsemi says racks draw about 60kW today and will need 1MW by the end of the decade, and its Embedded Power Platform puts power dies inside the silicon wafer to fit that load into the same rack space. Samples go out this year, revenue in 2027.
Reality
- Evidence33
- Adoption17
- Hype gap+45
- Incentives78
- Confidence56
Steven Liu's binding framework commits Novva to a 3.17 GW wind and solar pipeline in Argentina. The share purchase itself is still behind confirmatory due diligence that ABO Energy expects to run for months.
Reality
- Evidence44
- Adoption12
- Hype gap+42
- Incentives78
- Confidence52
Akash Systems says diamond conducts heat about five times better than copper and that its servers run without throttling at 120F ambient. The first check on that sits in an operator's own throttling telemetry.
Reality
- Evidence45
- Adoption42
- Hype gap+30
- Incentives72
- Confidence50
The one measured number behind NVIDIA's tokens-per-megawatt pitch comes from Lambda's Blackwell cluster, where power reclaimed from static provisioning ran three extra nodes. Amazon's Annapurna Labs and d-Matrix got a line each.
Reality
- Evidence33
- Adoption45
- Hype gap+44
- Incentives90
- Confidence60
Investors polled by TechCrunch put Atomarine, whose first hull is planned to burn gas, among the highest-valued startups in Y Combinator's newest batch, on the strength of more than $4 billion in letters of intent.
Reality
- Evidence26
- Adoption22
- Hype gap+45
- Incentives72
- Confidence60
Twelve Korean power equipment firms will meet about 50 American buyers on a KOTRA-organised trip that drew 10 firms and 12 buyers last year, with a Silicon Valley leg added to the Dallas itinerary.
Reality
- Evidence42
- Adoption32
- Hype gap+24
- Incentives70
- Confidence43
Satellite imagery put roughly 2.8 GWh of Tesla Megapacks at xAI's Colossus 2 site, the largest grid battery in the country, and the roughly $1bn xAI and SpaceX have spent since 2024 averages near $500m a year.
Reality
- Evidence26
- Adoption58
- Hype gap+34
- Incentives72
- Confidence33
The Eagle Point equipment financing buys deliveries starting in the second half of 2027, which is the one thing a developer can quote when a hyperscaler asks how soon a campus energizes, though neither the principal nor the rate is public.
Reality
- Evidence55
- Adoption20
- Hype gap+18
- Incentives72
- Confidence48
Google has contracted about 92 percent of Duane Arnold's output for a quarter century, which is what made the restart financeable. The money itself is federal debt, and the Energy Department will not say what any of it does to Iowa household bills.
Reality
- Evidence62
- Adoption45
- Hype gap+22
- Incentives72
- Confidence58
DataCenterDynamics does the arithmetic on CDU response lag and gets 19 to 58 seconds against accelerator power steps of tens of milliseconds. That leaves the reliability question sitting unmonitored at the chip junction.
Reality
- Evidence44
- Adoption
- Insufficient
- Hype gap+24
- Incentives
- Insufficient
- Confidence42
US data centres drew about 25GW in 2024, and BloombergNEF has them at 106GW by 2035. On that arithmetic, the question for anyone planning a cluster is when the megawatts arrive, not when the GPUs ship.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+24
- Incentives45
- Confidence47
The company told investors that engine order inflow has already passed what its plant can handle. The expansion is a bet that generation capacity, not compute, is the scarce asset.
Reality
- Evidence30
- Adoption42
- Hype gap+22
- Incentives66
- Confidence34
Earlier coverage
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- A $400M reactor design that died in 2017 gets an AI-era buyer, and the same cost problem
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- The dirtiest part of the AI gas buildout is a turbine spec, not a nameplate
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- Hyperscalers' gas pivot trades a hedged power bet for an unhedged fuel bill
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- A Subpoena and an SEC Request Land on Fermi's 17 GW AI Power Campus
Invest · August 15, 2026 · 1 publisher