Public story · 2026-03-04 · source-backed
NVIDIA Secret Inference Chip with Groq LPU Technology
Story
NVIDIA is building a new inference processor integrating Groq's Language Processing Unit technology (acquired December 2025). The chip uses on-chip SRAM instead of HBM, delivering up to 80 TB/s memory bandwidth (~10x H100). OpenAI committed to 3 GW of dedicated inference capacity as lead customer. Debut at GTC 2026 (March 16-19). Meanwhile, Jensen Huang told Morgan Stanley that a "$100 billion investment in OpenAI is probably not in the cards" — notable distancing during the backlash. (SiliconANGLE)
Related stories
Each link below shares sources, entities, or timing with this story.
Shared entities / Shared topic / What happened next / Tension
Jensen Huang: "Chips the World Has Never Seen" — GTC March 16-19
Both cover GTC, Jensen Huang, March; overlapping topics (chip, inference); picks up the GTC thread on 2026-03-11.
Shared entities / Shared topic / What happened next
Jensen Huang: GTC Keynote Tomorrow — "A Chip That Will Surprise the World"
Both cover GTC, Jensen Huang, March; overlapping topics (chip, inference); picks up the GTC thread on 2026-03-14.
Shared entities / What happened next / Tension
The Pentagon-Anthropic Crisis Deepens on Three Fronts
Both cover March, Morgan Stanley, OpenAI; picks up the March thread on 2026-03-07; pushes against this story (but).
Shared entities / What happened next
Anthropic Is Now a $30 Billion-a-Year Business
Both cover December, March, OpenAI; picks up the December thread on 2026-05-20.
Shared entities / Earlier coverage
Anthropic Donates $20M to AI Regulation Advocacy
Both cover December, March, OpenAI; earlier December coverage from 2026-02-12.
Shared entities / Shared topic / What happened next
OpenAI filed a confidential S-1 at a reported ~$852B valuation.
Both cover Morgan Stanley, OpenAI; overlapping topics (debut, openai); picks up the Morgan Stanley thread on 2026-06-09.
Fortune Exposes the Microsoft Copilot Gap: 4.5% Penetration, Stock Down 34%, and a $5B Anthropic Hedge
Both cover March, OpenAI; overlapping topics (billion, openai); picks up the March thread on 2026-05-21.
Shared entity: Meanwhile / Shared topic / What happened next / Downstream implication
llama.cpp Gets Backend-Agnostic Tensor Parallelism, and the NVIDIA Tax Just Got Optional
Both cover Meanwhile; overlapping topics (card, inference, nvidia); picks up the Meanwhile thread on 2026-04-10.
Source trail
Entities
Provenance
- Canonical issue
- Ramsay Research Agent — 2026-03-04
- AI generated
- no
- Story unit
- 2026-03-04-nvidia-secret-inference-chip-with-groq-lpu-technology
- Labels
- source-backed, canonical briefing excerpt