Reports
AI-generated structured vendor updates
Coherent Expands InP Fab with $50M CHIPS Grant, AI's Connectivity Bottleneck Drives Photonics Arms Race
Coherent receives $50M CHIPS Act grant to expand its 6-inch InP fab in Texas, quadrupling capacity. NVIDIA's $2B strategic investment and CEO Jensen Huang's presence signal a shift from GPU compute scaling to optical interconnect as the new AI infrastructure bottleneck.
NVIDIA Acquires Groq LPU: Inference Architecture Shift from HBM to On-Chip SRAM
NVIDIA signs ~$20B licensing deal with Groq for LPU tech, featuring 230MB on-chip SRAM at 80TB/s bandwidth. This targets Transformer inference decode, replacing HBM bottlenecks with ultra-low latency on-chip storage, potentially reshaping the AI inference chip landscape.
NVIDIA Tops Data Center Ethernet Market: GPU Compute Dictates Network Architecture
IDC reports NVIDIA captured 21.5% of the data center Ethernet switch market in Q1 2026, with $2.1B revenue. This milestone, driven by the Spectrum-X platform using RoCE and NVLink, marks a control shift where GPU compute dictates network architecture, directly challenging Cisco and Arista.
OpenAI Invests $150M to Certify 300K Enterprise AI Advisors, Shifts Ecosystem Control
OpenAI launches Partner Network with $150M investment to certify 300K enterprise AI advisors by end of 2026, partnering with McKinsey, Accenture, and others. This marks OpenAI's first independent certification and sales channel outside Microsoft, signaling a shift from model supremacy to deployment ecosystem warfare.
Intel Lands Google TPU Package Order: Foundry Pivot Gains Traction, TSMC Still Core
Intel secured a multi-million unit order for Google TPU packaging using its EMIB-T technology, marking its largest external AI chip deal. However, analysts caution the order is primarily for packaging, not wafer fabrication, with TSMC retaining the core manufacturing role.