AIGuru

NVIDIA Q1 2027 $82B (+85% YoY); Amazon $200B annual; CoreWeave 112% growth/$99B backlog/1-8GW scaling; Micron HBM lock to 2027; power/cooling lag amid $43T AUM shift. Microsoft/Uber token cost spikes signal enterprise reality check. New: US-China investment race $255.5B global Q1, China 1T yuan fund, DeepSeek $45-50B val; AI stock boom shows Nvidia 1,600% accelerator revenue growth, broadening to Broadcom/AMD; bubble warnings from Vembu (circular cloud revenue loops) and new reports of Big Tech paying itself in cloud loops (OpenAI $60B cloud bill vs $25B revenue, Uber budget blowout). Added: Exa $250M Series C for AI search infra, Google-Blackstone $5B TPU cloud JV (500 MW by 2027), Huawei full-stack AI data center solutions (11PB/2U storage, 90% latency improvement). New operational insight: agent scaling creates platform team bottlenecks—agents become unintentionally adversarial, eval suites essential. Early-stage AI infra investor landscape mapped (pre-revenue fundraising guide). Podcast reinforces execution discipline over ambition. India's $931M DeepTech funding surge (84% AI-driven) signals geographic expansion. Physical AI pivot: sensor fusion, $5.3B April VC, telecom edge AI platforms. Latest: Nokia launches AI Networking Innovation Lab; Sterlite Technologies wins $1B+ hyperscaler fiber contract; FS launches 800G Ethernet for B300 clusters; NVIDIA invests $2B in Marvell for NVLink Fusion and silicon photonics; AMD plans $10B+ investment in Taiwan AI market; ESET invests $40M in AI cybersecurity; Marvell earnings preview; custom silicon thesis gains traction (Broadcom/Marvell ASIC doubling, 62% cost reduction vs Nvidia). New: Dean Nelson interview reinforces $7T by 2030 thesis, power bottleneck, Texas as ground zero. IPO race heats up: SpaceX ($1.75T val, $7.72B Q1 AI capex), OpenAI ($852B val, $2B monthly rev), Anthropic ($1.25B/mo SpaceX compute deal). Optical vs power investment framework gains attention. Latest: Microsoft's Claude experiment ends due to token costs, reinforcing enterprise AI cost crisis; Infratil and Goodman face market scrutiny despite strong AI growth; Databricks $134B IPO signals data infrastructure demand; SpaceX IPO eyes July acquisition of Cursor at $29.3B val. New: China's AI funding hit 110B yuan in Q1 2026, up 185% YoY, with 30-50% going to computing power—confirms hardware barrier thesis. Added: Alibaba Cloud launches Qwen Cloud and MuleRun overseas; Qwen reasoning tops math benchmarks. New infra signals: Google's Virgo fabric and TPU 8t scaling architecture detailed; Qumulo's Cloud AI Accelerator tackles GPU utilization crisis (5% average) with Cisco partnership; OpenRouter doubles valuation to $1.3B on 100T tokens/month, confirming multi-model gateway thesis. AI networking stocks (Astera, Marvell, Credo) gain attention as data movement bottleneck intensifies. Latest: LinkedIn AI exec reveals 2x experiments on same GPUs, Liger Kernels with 8M downloads, shift to AgentOps; Stanford HAI scaling law research reduces compute for one-shot training; China retroactively blocks foreign acquisition of AI agent startup, reinforcing regulatory risk; miHoYo (Genshin Impact) commits $14.7B to AI over three years, massive Chinese investment signal. New: SK Hynix and Micron cross $1T market cap, HBM sold out through 2026, reinforcing memory bottleneck thesis. New: Baseten in talks to raise $1B at $11B valuation, signaling inference infrastructure investment hotspot. New: Modal Labs raises $355M at $4.65B valuation, serverless GPU pooling across 13 cloud partners. New: Supermicro partners on European AI infrastructure, adding geographic expansion color. New: China locks down AI talent with travel restrictions, US-China model gap shrinking to 2.7%. Latest: $300B in global AI funding in Q1 2026, eclipsing pre-2018 full-year totals. NVIDIA AI Factories blog frames token economics: Blackwell Ultra delivers 50x more tokens/MW, 35x lower cost vs Hopper. Heterogeneous AI article advocates workload-aware hardware selection to address cost-per-token bottleneck. Supermicro-Verda European AI cloud (GB300 NVL72, liquid cooling, 100% renewable) adds geographic expansion. xAI curbs staff contact with Cursor ahead of potential acquisition, signaling consolidation. Q1 2026 Global Report provides macro context on grid delays and FDI scrutiny. Latest: OpenRouter $113M Series B at $1.3B valuation (CapitalG, a16z, NVentures) confirms multi-model gateway thesis; Snowflake signs $6B AWS deal for Graviton CPUs, signaling CPU demand for AI inference; Cognition raises $1B at $25B pre-money for AI coding agent Devin ($492M ARR, 50% MoM growth). New: Terawulf CEO interview reinforces power bottleneck as critical gating factor. New: SpaceX/Grok reaches 117M MAU, $365M revenue vs $6.4B loss, underscoring burn rate in AI arms race. Latest: Tensormesh raises funding from Nvidia, AMD, CoreWeave to fix AI model memory problems (KV cache, GPU utilization). New: TeraWulf acquires Kentucky campus (1 GW greenfield) with AEP transmission, strengthening 2027 AI lease outlook—power bottleneck thesis confirmed.