▸ Core competitor Nebius accelerates European expansion, capturing UK premium compute capacity market.
902026-06-21
Today's Threads3 threads
①
Power has become AI's binding constraint, triggering a global buildout race
the $15B PJM grid auction and nuclear SMR boom show megawatts are the new bottleneck, driving Nebius (£1.7b UK), Kazakhstan-Firebird ($10B), and TeraWulf (3GW) to compete for available capacity.
②
Semiconductor supply is equally contested—Japan's 10% China sales decline signals export controls biting
while SK Hynix, AMD, and Micron jostle for dominance in AI memory and chips.
③
Record capital deployment captures both
Nvidia's $85B bond demand, KKR's Helix unit, and MGX's DayOne bid reveal a winner-take-all scramble to control infrastructure and chip supply.
Headlines3
▸ Large-scale AI infrastructure projects emerge in Central Asia, marking spillover of overseas market opportunities.
88▸ Electricity has become a critical bottleneck in AI infrastructure deployment, with nuclear power and small modular reactors emerging as solutions and presenting investment opportunities.
87Data Centers4
▸ Industry capacity planning transparency has increased, 3GW scale has become the industry benchmark, and capacity competition is intensifying.
75▸ Middle Eastern sovereign wealth funds enter AI data centers as emerging-region capital surges.
72▸ Australia's data center demand surges, but infrastructure planning lags, with site selection and power bottlenecks.
62▸ Data center construction speed may be constrained by manpower, with rising costs and timeline risks.
60Compute & Cloud5
▸ Major AI model companies post massive losses, validating the unsustainability of the cash-burning model as business model pressures cascade.
74▸ Large financial institutions entering at scale, industry capitalization accelerating, competitive landscape reshaping.
72▸ Peer valuations are rising and the financing and securities lending environment is improving, but valuation bubble risks warrant attention.
55▸ Peers have clearly stated infrastructure investment scale, sounding alarm bells for financing needs and business model challenges.
52▸ Model price competition escalates amid rising infrastructure costs, yet strong demand signals room for further price reductions.
50Chips & Hardware5
▸ High-end memory chip HBM4E development pace accelerating, supply chain competition intensifying, cost pressures easing.
71▸ Export controls expanded to equipment level, chip production globalization hindered, domestic replacement demand rising.
70▸ Strong demand for high-end memory chips HBM/HBW with improving supplier performance, but valuations are fully reflected.
65▸ CPU market competition shifts ease Nvidia GPU monopoly, reducing solution costs.
58▸ The market outlook for long-term demand for memory chips is positive, with infrastructure expansion cycles expected to extend.
48Power & Energy1
▸ Nuclear energy becomes an AI data center power solution for long-term electricity cost optimization, but technological and regulatory breakthroughs remain necessary.
68Capital Markets2
▸ Market confidence in chip manufacturers' financing needs strengthens, with Nvidia's ample capital supporting sustained R&D investment.
85▸ Robust industry financing demand, interest rate environment risks warrant attention, rising debt leverage.
65Policy1
▸ Chip supply prices strengthen, cost pressures transmit, policy constraints on the industry increase.
45By the Numbers
PJM $15B · Kazakhstan $10B · Nebius £1.7b · Nvidia $85B · TeraWulf 3GW