NVIDIA posts $81.6B revenue up 85% YoY as Huang publicly warns Super Micro on chip smuggling

NVIDIA's $81.6B quarter, up 85% YoY, again redefined what 'big' looks like in tech. Huang framed the AI buildout as historically unprecedented infrastructure spend, with analysts noting memory is now roughly two-thirds of AI chip BOM (Epoch AI data, 430 pts on HN) — a reframing that puts HBM suppliers at the center of the supply story, not just GPU yields.

Huang used the moment to publicly pressure Super Micro (SMCI) after Taiwan detained three people in an AI server smuggling case, signaling that NVIDIA will hold OEM partners accountable for export-control compliance. Separately, Lenovo confirmed it is working on NVIDIA N1x laptops, extending NVIDIA's footprint into Windows-on-ARM-style consumer AI silicon. NVIDIA AI's social channels also previewed (2x DGX Sparks) + MiniMax M2.7 NVFP4 running 16 local AI agents simultaneously — a marketing push aimed at the on-prem agent build-out.

On governance, NVIDIA joined Google's SynthID watermarking consortium alongside OpenAI, ElevenLabs, and Kakao, embedding provenance signals into AI-generated images, audio, and media that survive post-processing. NVIDIA also launched free API access to 70+ AI models via NIM with 1,000 inference credits — though with the major catch that hosted-endpoint data is used for model training unless customers self-host.

The community story is more anxious. r/LocalLLaMA's 'Is NVIDIA still the default best choice for local LLMs in 2026?' (409 upvotes, 255 comments) and r/nvidia's 'Upgrade path' (1,458 upvotes, 918 comments) show real GPU-choice fatigue among power users, even as the quarterly print silences any near-term challenge to NVIDIA's data-center dominance.