hyperscalers
30 articles about hyperscalers in AI news
GUC, Wiwynn Partner on Silicon-to-System AI Infrastructure for Hyperscalers
GUC and Wiwynn partner on silicon-to-system AI infrastructure, integrating SoC design, optical I/O, and liquid cooling for hyperscalers.
Hyperscalers' $90B+ Quarterly Capex Shows AI Demand Outstrips Supply
Amazon, Google, Meta spent $90B+ quarterly on AI infra; Google Cloud backlog hit $460B. Demand outstrips supply, pre-selling capacity not yet built.
Nvidia Raises $20B in Bond Sale, Joins AI Debt Wave
Nvidia raises $20B in bond sale, first since 2021. Joins AI debt wave as hyperscalers borrow heavily for infrastructure.
CoreWeave Beats AWS, Google to First Vera Rubin Rack-Scale Validation
CoreWeave validated Nvidia's Vera Rubin NVL72 at rack scale before hyperscalers, reinforcing its GPU-first strategy.
KKR Launches Helix Digital Infrastructure with $10B for AI Buildout
KKR launched Helix Digital Infrastructure with over $10B in commitments from KKR, KIA, Nvidia, and Vistra to bundle AI data centers, power, and connectivity for hyperscalers.
Nvidia Networking Revenue Hits $14.8B, Up 199% as AI Spending Shifts Beyond GPUs
Nvidia's Q1 FY2027 networking revenue surged 199% to $14.8B, signaling AI infrastructure spending is moving beyond GPUs into full-system networking. New reporting splits into Hyperscale and ACIE segments reflect a broadening customer base beyond hyperscalers.
Coherent Q3 FY 2026: AI Optical Revenue Hits $1.2B as Data Center Buildout
Coherent Q3 AI optical revenue hit $1.2B, up 45% YoY, as 800G transceiver demand from hyperscalers drives growth. Total revenue $1.6B.
CNAS Report: AI Hits Silicon Wall as Chip Supply Trails $700B CapEx
CNAS report warns semiconductor manufacturing cannot keep pace with AI demand as hyperscalers plan $700B+ CapEx in 2026. Silicon replaces power as the near-term constraint.
Astera Labs Scorpio X-Series Switch Targets 49% Collective IO Cut for Idle GPUs
Astera Labs introduced Scorpio X-Series 320-lane switch targeting 49% collective IO reduction for fragmented AI workloads. Shipments to hyperscalers began, with broad ramp in H2 2026.
AI Data Centers Face 220GW Grid Jam, Power Infrastructure Becomes Bottleneck
PJM's 220GW interconnection queue shows AI data center growth is now constrained by power grid capacity, not compute. Hyperscalers face 3-7 year delays.
Mistral Secures $830M Debt to Build Paris Data Center with 14,000 Nvidia GB300 GPUs
French AI startup Mistral has raised $830 million in debt financing to build and operate a sovereign AI data center near Paris, set to host nearly 14,000 Nvidia GB300 GPUs. The move signals a strategic European push for bespoke AI infrastructure, distinct from the gigawatt-scale builds of US hyperscalers.
Oracle Nabs $16B for Michigan AI Data Center, Rivaling Google Cloud
Oracle has secured $16 billion in funding for a massive AI data center in rural Michigan, a move that pits it directly against Google Cloud and other hyperscalers in the race to build AI infrastructure.
Etched Hits $5B Valuation, $1B in Orders for AI Inference Chip
Etched hits $5B valuation with $1B in orders for TSMC-made inference chips, raising $500M from top investors. The startup targets Nvidia's dominance.
Cargo thieves steal $1.3M in AI data center gear
Cargo thieves stole $1.3M in AI data center gear, targeting GPU shipments. Thefts expose supply chain vulnerability as AI hardware demand surges.
Meituan's 'ASICs' Dodge Raises Huawei Ascend 910C Questions
Meituan avoids naming Huawei Ascend 910C as its AI chip, calling it 'ASICs' instead, likely to reduce entity-list risk under US sanctions.
BIS Warns AI Gold Rush Risks Next Financial Shock
BIS warns AI gold rush could cause next financial shock, citing herd behavior and leverage. Warning surfaced via social media; official details pending.
PJM Auction Hits $15B as Big Tech AI Power Demand Fuels SMR Boom
PJM's capacity auction hit $15B, up 7x from 2025, driven by AI data center power demand. Big Tech is accelerating nuclear SMR investments.
US Congress Moves Ratepayer Protection Act Targeting AI Data Center Costs
US Congress advances Ratepayer Protection Act requiring AI data center builders to pay for grid upgrades, targeting 160% demand increase by 2030.
MirrorCode Benchmark Costs $2,600 Per Run, Challenges AI Coding Limits
Epoch AI and METR launched MirrorCode, a $2,600-per-run coding benchmark. Claude Opus 4.7 leads with 56% solve rate.
NHN Cloud Tops Korean TOP500 with FactoryX GPU Clusters
NHN Cloud tops Korean TOP500 with FactoryX GPU clusters delivering 1.2 exaflops, marking first domestic cloud provider to lead the list.
Jim Keller: Tenstorrent IPO Looms as BlackHole Chip Scales
Jim Keller confirmed Tenstorrent's IPO plans as BlackHole chip scales for AI inference, competing with Nvidia. No revenue disclosed.
SemiAnalysis: US behind-the-meter datacenter could hit 40GW+ by 2028
SemiAnalysis projects 40GW+ behind-the-meter datacenter capacity by 2028 as grid delays push 50%+ of new builds off-grid.
Micron Profit Surges 15-Fold; HBM4 Revenue Tops $1B
Micron profit surged 15-fold to $4.2B as HBM4 revenue topped $1B, with gross margin near 85%.
Microsoft’s $3.3B Wisconsin AI Campus Goes Live, First Building Operational
Microsoft’s $3.3B Wisconsin AI data center campus is now operational, delivering compute capacity. The site, originally planned for Foxconn, uses dry cooling to cut water use 90%.
VIAVI Ships First Ultra Ethernet Validation Tool for AI Data Centers
VIAVI launched the first Ultra Ethernet validation tool for AI data centers, supporting 800GE/1.6TE links. The tool enables certification of low-latency, lossless transport critical for distributed AI training.
Alibaba Chip Unit T-Head Triples Capital to $148M in AI Push
Alibaba's chip unit T-Head tripled capital to $148M, its first injection in 3 years, as the company vertically integrates AI hardware with Qwen models and cloud.
Upscale AI Raises $190M for AI Networking Infrastructure
Upscale AI raised $190M to expand AI networking infrastructure, addressing the bottleneck of 100K+ GPU clusters.
Nvidia Rubin Runs 45°C Liquid Cooling, Cuts Water Use to Near Zero
Nvidia's Rubin servers run 45°C liquid cooling, enabling 100% liquid cooling with zero fans and cutting water use from 2.6M gal/MW/year to near zero.
TSMC Cuts 28nm Output 25%+ as Advanced Node Push Accelerates
TSMC cut 28nm output over 25% since early 2026, reallocating to advanced nodes as AI demand surges. Mature node revenue share likely to shrink further.
Intel Targets Nvidia, AMD with New AI Chip Launch by End 2026
Intel plans to launch a new AI data center chip by end of 2026, targeting Nvidia and AMD in the AI infrastructure market.