VAST Data's $30B mark is a bet on the middle layer of AI, not storage
VAST Data closed a $1B Series F at a $30B post-money, 3.3x its 2023 mark and roughly 1.7x Everpure's public cap. Here's what the math and the customer list actually signal.
AI pillar
Artificial Intelligence
Tracking the infrastructure behind foundation models, inference, and agents.
Apr 22
2026
2026
Analysis
Vera Rubin's Memory Stack Is Korean. How Three Vendors Got There Tells You Why It Will Stay That Way.
Samsung, SK hynix, and Micron converged on SOCAMM2 mass production within six weeks for NVIDIA's Vera Rubin. Korean suppliers now control both memory tiers.
NVIDIASemiconductor ManufacturingSupply Chain & Critical MaterialsAI InfrastructureExport Controls & Trade PolicyData Center InfrastructureMemory Architecture
Apr 21
2026
2026
Analysis
HBM Allocation, Not HBM Supply, Is the 2026 AI Infrastructure Story
HBM scarcity has moved beyond semiconductor supply into system planning. Accelerator availability, server bill-of-materials, cluster economics, and 2026 data center buildouts are all being rewritten around memory - not compute.
AI InfrastructureHBMHyperscaler StrategyData Center InfrastructureNVIDIAAdvanced Micro Devices
Apr 15
2026
2026
Analysis
Anthropic Locks 3.5 GW of Google TPU Capacity as Commercial AI Pre-Purchases Infrastructure Scientific Computing Will Need
Broadcom will supply Anthropic with 3.5 GW of Google TPU capacity through 2031; ~23-35x the power of DOE's largest planned science supercomputer.
AI InfrastructurePower & EnergyAdvanced PackagingGenesis MissionNational Labs & GovernmentHyperscaler StrategyData Center InfrastructureSupply Chain & Critical Materials
Apr 13
2026
2026
Analysis
UCCL-EP vs. NCCL EP: Portability or Consolidation for MoE Communication?
Two new expert-parallel efforts point to different futures for MoE systems: one built for heterogeneous fleets, the other folded into NVIDIA’s stack.
AI InfrastructureInference EconomicsNVIDIADistributed Systems
Apr 9
2026
2026
Analysis
NVIDIA's $4 Billion Photonics Bet Is an Admission: The AI Buildout Has a Materials Problem
NVIDIA's $4B investment in Lumentum and Coherent signals indium phosphide scarcity and power equipment lead times are gating $2.52T AI spending forecast.
Supply Chain & Critical MaterialsExport Controls & Trade PolicyCo-packaged OpticsOptical InterconnectsNVIDIAAI InfrastructureSemiconductor Manufacturing
Apr 8
2026
2026
News
IBM's Arm Partnership Bets on Dual-Architecture Enterprise AI — But the Benchmarks Aren't There Yet
IBM's Arm collaboration introduces Telum II and Spyre for enterprise AI, but lacks benchmarks, named customers, and CUDA compatibility disclosure.
AI InfrastructureSemiconductor ManufacturingAgentic AI
Apr 8
2026
2026
Analysis
Nvidia's $1 Trillion Backlog Hits the Grid Capacity Wall
Nvidia projects $1T in Blackwell orders through 2027, but 72% of operators cite grid capacity as the primary constraint. Power now limits AI.
NVIDIAPower & EnergyData Center Infrastructure
Apr 8
2026
2026
News
AI Costs Are Falling 1,000x. It Is Not Enough.
AI inference costs have fallen 1,000x yet agentic workloads still cost hundreds daily, as Anthropic blocking OpenClaw from subscriptions proves consumer pricing cannot absorb real infrastructure economics.
AI InfrastructureAgentic AIInference Economics
Apr 7
2026
2026
Analysis
FlatAttention Claims 4× Speedup Over FlashAttention-3 — But on What Hardware?
FlatAttention claims 4× speedup over FlashAttention-3 on unnamed tile-based accelerators. No code, no hardware vendor, no deployment path yet.
AI InfrastructureInference EconomicsNVIDIA
Apr 2
2026
2026
News
d-Matrix Acquires GigaIO's Data Center Business, Betting That Inference Is a Systems Problem
d-Matrix acquired GigaIO's data center business, gaining FabreX PCIe memory fabric and SuperNODE rack-scale technology to build a vertically integrated AI inference platform around its Corsair accelerator.
AI InfrastructureInference Economics
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