LG Electronics will supply chillers for 5 gigawatts of North American AI data centers under a multiyear deal it values at several billion dollars. The Virginia contractor buying them makes LG its standard chiller ahead of individual project bids.
Perspective Coverage
5 publishers
- Builder
- Builder 24%
- Operator
- Operator 35%
- Investor
- Investor 41%
Reality
- Evidence60
- Adoption30
- Hype gap+30
- Incentives70
- Confidence60
Nvidia has certified more than 30 cooling units under its DSX Ready program, and only five of them handle 2.5 megawatts. LG Electronics now owns one of the five, and the orders remain Nvidia's to place.
Reality
- Evidence52
- Adoption30
- Hype gap+34
- Incentives68
- Confidence62
Huawei sells AI data centre power gear on a promise to steady the grid
The grid-interactive stack unveiled in Shenzhen pairs a 1,280 kVA UPS cabinet and grid-forming storage with a thermal unit built for Ascend servers. Huawei wants buyers judging it on tokens per watt in place of PUE.
Reality
- Evidence36
- Adoption24
- Hype gap+30
- Incentives82
- Confidence45
Four Texas data center filings schedule $1.2bn of construction into 2029
Digital Realty, CoreSite, DataBank and Colovore have filed construction calendars with Texas licensing regulators for new buildings around Dallas and Austin. The earliest of the four is due to finish in December 2028.
Reality
- Evidence66
- Adoption33
- Hype gap−8
- Incentives38
- Confidence58
DataCenterDynamics column says the first coolant fault may surface as a slow training job
The opinion piece asks operators to keep a fluid biography from the fill date onward and to tie it to the racks each loop serves. It argues from mechanism.
Reality
- Evidence28
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence45
Omdia's analysts put the bottleneck diagnosis ahead of the next rack purchase
In a TechTarget feature, two Omdia analysts argue that installed infrastructure and usable capacity are different things, and they name the power, storage, network and cooling dependencies that separate the two.
Reality
- Evidence44
- Adoption
- Not scored
- Hype gap+14
- Incentives58
- Confidence50
Cooling loops need at least 19 seconds to answer a 50-millisecond GPU power spike
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
- Not scored
- Hype gap+24
- Incentives
- Not scored
- Confidence42
Cornell's 2030 water projection puts more liters in power plants than cooling towers
The fight over data center water is argued in milliliters per query, while the most cited US projection says the deciding variables are which plant fills the power contract and which basin the campus sits in.
Reality
- Evidence58
- Adoption40
- Hype gap+12
- Incentives45
- Confidence55
Cisco and Nvidia go looking for the other third of AI spending
Hyperscalers absorb about two-thirds of AI outlay, so rack-scale kit is now packaged for sovereign clouds, neoclouds and enterprises that cannot staff a GPU fabric team.
Reality
- Evidence38
- Adoption14
- Hype gap+38
- Incentives76
- Confidence34
Singapore rations 200MW to four operators, and charges for it in low-carbon commitments
Digital Realty, Equinix, Keppel and STT GDC each get 50MW on Jurong Island. Half the load must run on low-carbon energy, and liquid cooling is part of the deal.
Reality
- Evidence58
- Adoption34
- Hype gap+14
- Incentives62
- Confidence55
Molex buys into CAEPlus on a retrofit thesis, and discloses almost no numbers
The investment targets active liquid cooling meant to fit existing halls rather than new builds. Missing: any figure for heat removed, any price, any ship date.
Reality
- Evidence20
- Adoption10
- Hype gap+45
- Incentives82
- Confidence44
Iren hands Microsoft its first 50MW at Childress, and a schedule to be judged by
Horizon 1 has been accepted by Microsoft, turning a $9.7bn contract into delivered capacity. Three more 50MW buildings are due at the Texas campus this year.
Reality
- Evidence48
- Adoption56
- Hype gap+22
- Incentives71
- Confidence54