NVIDIA
20 published articles
AI Infrastructure
The hidden tax every AI agent pays just got a target painted on it
Nvidia's Nemotron 3 Embed models attack the cost of agentic loops. The 1B variants, not the 8B flagship, are the real story for production deployments that count every token.
2026-07-16
AI Hardware & Infrastructure
Groq just got Nvidia to license its chip. The $750 million was secondary.
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
Multi-agent research
Make your AI agents think in a whisper, not a shout, and save 75% on tokens
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