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Funding Sila raises $300M for Moses Lake silicon anode plant; targets 250 GWh capacity to domicile US battery supply chain Chips Hyundai Motor Group commits 50,000 NVIDIA Blackwell GPUs for AI factory; $3B physical AI investment in Korea Chips Azure rolls out AMD Helios 72-GPU racks and 500-core Venice CPUs for AI inference; H2 2026 rollout Chips NVIDIA Blackwell ramp delayed; GB200A rework uses single die for CoWoS-S packaging Market NVIDIA H200 shipments to China begin; 700K inventory vs 2M+ chip orders for 2026 Market Microsoft discloses $190B 2026 capex plan; $25B attributed to chip price inflation Market General Catalyst tops Y Combinator in Q2 fintech mega-rounds; $28.6B global fintech raised H1 2026 Market NAVER-NVIDIA Korea AI factory expands to 200MW; SK Group $500B partnership announced Chips NVIDIA, SK Group announce $500B AI partnership; SK Telecom builds 2-gigawatt AI factory in South Korea Breaking AI root-cause analysis shifts from agent reasoning to deterministic context engineering Funding Meshy closes $400M Series B for AI-generated 3D at $1.5B valuation; 12M users, 100M models Funding Sila raises $300M to scale silicon-anode battery production; Moses Lake plant targets 100K+ EV capacity Policy White House accuses Moonshot of distilling Anthropic's Fable for Kimi K3; tech leaders defend open distillation Funding General Compute closes $400M debt on inference chips; first deal with SambaNova ASICs as collateral Market Big Tech's hidden AI debt hits $1.65T; off-balance-sheet commitments dwarf reported figures Research Black Forest Labs FLUX 3: Multimodal Video + Audio + Action in One Model; Beats Seedance, Runway Research Anthropic ships Claude Opus 5 at $5/$25 per Mtok—near-Fable-5 coding at half Fable's price Policy Jensen Huang debuts on X with open-weight AI letter, backing models against Washington restriction Chips Intel Foundry Q2: $5.8B revenue, external customer mix still 5% of total Chips Samsung locks $200B with Broadcom: HBM4 + 2nm foundry through 2030 for AI chips Funding Sila raises $300M for Moses Lake silicon anode plant; targets 250 GWh capacity to domicile US battery supply chain Chips Hyundai Motor Group commits 50,000 NVIDIA Blackwell GPUs for AI factory; $3B physical AI investment in Korea Chips Azure rolls out AMD Helios 72-GPU racks and 500-core Venice CPUs for AI inference; H2 2026 rollout Chips NVIDIA Blackwell ramp delayed; GB200A rework uses single die for CoWoS-S packaging Market NVIDIA H200 shipments to China begin; 700K inventory vs 2M+ chip orders for 2026 Market Microsoft discloses $190B 2026 capex plan; $25B attributed to chip price inflation Market General Catalyst tops Y Combinator in Q2 fintech mega-rounds; $28.6B global fintech raised H1 2026 Market NAVER-NVIDIA Korea AI factory expands to 200MW; SK Group $500B partnership announced Chips NVIDIA, SK Group announce $500B AI partnership; SK Telecom builds 2-gigawatt AI factory in South Korea Breaking AI root-cause analysis shifts from agent reasoning to deterministic context engineering Funding Meshy closes $400M Series B for AI-generated 3D at $1.5B valuation; 12M users, 100M models Funding Sila raises $300M to scale silicon-anode battery production; Moses Lake plant targets 100K+ EV capacity Policy White House accuses Moonshot of distilling Anthropic's Fable for Kimi K3; tech leaders defend open distillation Funding General Compute closes $400M debt on inference chips; first deal with SambaNova ASICs as collateral Market Big Tech's hidden AI debt hits $1.65T; off-balance-sheet commitments dwarf reported figures Research Black Forest Labs FLUX 3: Multimodal Video + Audio + Action in One Model; Beats Seedance, Runway Research Anthropic ships Claude Opus 5 at $5/$25 per Mtok—near-Fable-5 coding at half Fable's price Policy Jensen Huang debuts on X with open-weight AI letter, backing models against Washington restriction Chips Intel Foundry Q2: $5.8B revenue, external customer mix still 5% of total Chips Samsung locks $200B with Broadcom: HBM4 + 2nm foundry through 2030 for AI chips
Market

Microsoft discloses $190B 2026 capex plan; $25B attributed to chip price inflation

Microsoft surprised analysts in Q3 FY2026 by disclosing a $190 billion calendar-year 2026 capex plan, exceeding consensus estimates of $154.6B by $35.4 billion. The company explicitly attributed $25 billion of that excess to component price inflation across the GPU and memory stack rather than additional capacity, signaling that silicon and HBM procurement costs are rising faster than volume projections. The disclosure immediately depressed MSFT stock ~3.9% despite beating revenue ($82.9B vs $81.4B est.) and EPS ($4.27 vs $4.07 est.) targets.

Microsoft's $190B plan places it alongside Amazon ($200B 2026 guidance) in absolute capex scale, though Microsoft's infrastructure base is smaller. The capex spike reflects three structural constraints: grid interconnection delays, transmission capacity limits, and now component price inflation. Within the broader hyperscaler set, the revised OpenAI partnership (no exclusivity, capped revenue-share post-2030) has reduced Microsoft's direct AI product exposure while preserving ~27% diluted ownership. Azure growth of 40% constant-currency outpaces typical hyperscaler expansion but is now constrained by physical infrastructure limits, not software capability.

For infrastructure teams, Microsoft's $25B inflation signal is a critical leading indicator: if GPU/HBM costs are compressing unit economics across the industry, capex-to-FLOPS ratios will drift unfavorably through 2026. Watch for similar disclosures from Amazon, Google, and Meta on component-cost pressure, and track the pace of Microsoft's Maia 200 (proprietary silicon) adoption—the company's success in shifting away from merchant GPUs will determine whether margin compression below 65% becomes structural or temporary.

Sources