HPE has launched ProLiant Gen13 servers for AI inference on sixth-generation AMD Epyc chips, with the eight-GPU DL585a model due in early 2027. Only the single-socket DL525 is due in 2026, so a Gen13 AI plan for this year has to start with it and add GPUs later.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+25
- Incentives75
- Confidence65
LG Electronics is building its first chiller plant outside Korea in Virginia
LG Electronics will make air-cooled chillers in Windsor, Virginia, under a 150 billion won program that also expands two Korean plants. It is a small, early stake in a data center market Omdia sees reaching 420 gigawatts by 2030, made before LG's Big Tech supply deals are signed.
Reality
- Evidence45
- Adoption30
- Hype gap+10
- Incentives60
- Confidence55
Koo takes five LG executives to Redmond to pitch Microsoft cooling and prefab data centers
Koo Kwang-mo and Satya Nadella agreed to explore LG supplying cooling, power and IT infrastructure to Microsoft's AI data centers, and LG plans to put Microsoft's Copilot in front of its office workers worldwide.
Reality
- Evidence44
- Adoption
- Not scored
- Hype gap+32
- Incentives74
- Confidence47
Nabiax commits €800m to Alcalá megawatts that arrive in phases through 2029
The cornerstone at Alcalá de Henares starts a build that adds up to 100MW of IT capacity in stages through 2029. Nabiax runs about 33MW in Spain today, so most of the 135MW it will hold there is still a construction schedule.
Reality
- Evidence58
- Adoption27
- Hype gap+22
- Incentives72
- Confidence60
LG's magnetic-bearing chiller claims a 20% NPLV gain over inverter screw units
LG states the efficiency gain against inverter screw chillers and a separate 30% winter saving against conventional pre-cooling, so the two figures do not stack.
Reality
- Evidence25
- Adoption8
- Hype gap+40
- Incentives85
- Confidence35
buildOne report1 publisher Glacian sells $1.91m of a $5m round on megawatts recovered from cooling
A Form D filed on September 17 counts an earlier $150,000 SAFE conversion inside that total, and what it funds is a physics-based twin that recommends cooling setpoints an operator still has to accept.
Reality
- Evidence63
- Adoption18
- Hype gap+20
- Incentives60
- Confidence55
Sapphire pitches modular data centers running on the pressure drop at a gas pipeline valve
Sapphire Technologies and Anax Power say a modular data center parked at a pipeline regulating station can take both electricity and cold fluid from the pressure drop, and the size of both depends on numbers the operator does not set.
Reality
- Evidence34
- Adoption8
- Hype gap+33
- Incentives80
- Confidence62
OpenAI's $1.2 trillion round asks $348 billion more than its March price
The Wall Street Journal reports OpenAI raising at $1.2 trillion, up from $852 billion in March, and the memory shortage that money is meant to buy through is drawing SK Hynix toward Intel's planned Ohio fab.
Reality
- Evidence34
- Adoption28
- Hype gap+32
- Incentives72
- Confidence42
Akash moves its diamond cooling pitch from satellite radios to data centre racks
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
Halls wired for 10kW racks need eight times the power before AI clusters land
An opinion piece on DataCenterDynamics puts UK capacity at 2.9GW today against at least 6GW of AI-capable capacity needed by 2030, and makes the case for retrofits. Only 29 percent of operators lean that way.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+34
- Incentives
- Not scored
- Confidence62
Underwater data centers relocate the AI infrastructure bill, they do not cancel it
Microsoft quit its subsea program in 2024. China, Japan, Singapore and South Korea kept building, and the open questions are marine impact, maintenance access and who issues the permit.
Reality
- Evidence42
- Adoption34
- Hype gap+18
- Incentives58
- Confidence45
The ocean is the coolant, and the coolant is warming
China has put a wind-powered data center in the East China Sea. The 66-degree water temperature threshold its cooling case rests on was already breached across the US East Coast in August.
Reality
- Evidence58
- Adoption22
- Hype gap+32
- Incentives58
- Confidence52