NVIDIA
9 published articles
Market momentum
Nvidia just crossed $3 trillion again. The AI spending machine isn't slowing down.
Nvidia's market cap crossed $3 trillion as AI infrastructure demand keeps growing. The milestone underscores that enterprise GPU purchases remain strong despite growing competition from AMD and startups offering cheaper inference chips.
2026-07-16
special report / edge ai
Nvidia just cracked open DeepStream. Your edge AI project will never be the same.
The full source code of Nvidia's DeepStream video analytics SDK is now on GitHub under Apache 2.0 and CC-BY-4.0, opening edge AI development to a wider audience. Version 9.1 brings LLM-based coding agents, Triton Inference Server integration, and consolidated repositories for end-to-end pipelines.
2026-07-16
AI Hardware & Infrastructure
Groq's Nvidia deal matters more than its $750 million raise
Groq signed a non-exclusive licensing deal with Nvidia for inference tech, signaling a strategic pivot from competing on silicon to powering global AI infrastructure. The agreement, paired with a $750M raise and DOE collaboration, positions Groq as an emerging hyperscaler, not just a chipmaker.
2026-07-16
Synthetic Data Strategy
Nvidia's data atlas shows why synthetic data matters more than model weights
Nvidia's Nemotron Post-Training v3 Prompt Atlas provides an interactive map of billions of synthetic data samples, highlighting how open synthetic data is the missing layer for building reliable AI agents. The company argues that agent behavior must be inspectable and that synthetic data, released openly, is the only way to preserve proprietary signals without exposing trade secrets.
2026-07-12
AI Research
These researchers found a way to make AI agents think without speaking, and it's 2.4x faster
RecursiveMAS introduces a module called RecursiveLink that lets agents exchange unspoken thoughts without translating them to text. The framework scales collaboration through recursion and delivers steady gains across math, science, medicine, code, and search benchmarks.
2026-07-11
Robot Learning
Nvidia just gave every robotics lab the same 10-point boost
Nvidia's GR00T 1.7 VLA model integrates into LeRobot for end-to-end robot learning, from VR or leader-arm data collection to fine-tuning and deployment. Benchmarks show a leap from 87% to 96.5% success on LIBERO tasks, and the open pipeline runs on commodity hardware.
2026-07-10
Artificial Intelligence
Nvidia's new audio model does five jobs at once and beats the specialists at their own game
Nvidia's Audex unifies audio understanding, generation, and text reasoning in a single model, matching or beating task-specific systems on speech and audio benchmarks without sacrificing text performance.
2026-07-09
AI Infrastructure
Groq raises $750M as inference demand surges, partners with DOE and Saudi Arabia for global expansion
Groq secures $750M in funding amid rising inference demand, partners with the U.S. Department of Energy and Saudi Arabia, and expands data centers globally, positioning itself as a next-generation AI infrastructure player.
2026-07-01
AI Infrastructure
Nvidia's 55-billion-token trick just rewrote the math on agentic AI costs
Nemotron 3 Ultra, Nvidia's sparse 550B model with 55B active parameters, promises to cut inference costs by up to 30% versus peer open models while keeping frontier reasoning. With a 1M-token context window and native NVFP4 quantization, it targets the cost of multi-step agentic workflows.
2026-06-04