Discover the latest benefits, use cases, and best practices for cutting-edge startups.
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News for Startups
January 2026
NVIDIA DGX Spark Gains 2x Performance and Open AI Model Support
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The latest NVIDIA DGX Spark™ software release delivers significant performance improvements across large language models, diffusion models, and creator workflows.
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Tools, Resources, and New Releases
AI Infrastructure Certification Webinar
Join industry experts on January 29 for a global webinar covering NVIDIA's full AI infrastructure certification portfolio, and earn an industry‑recognized certification in AI infrastructure.

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Physical AI for Smart Cities
NVIDIA partners Milestone, K2K, and Akila are using vision language models, simulation, and synthetic data generation to enhance city responsiveness and optimize infrastructure efficiency.

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Synthetic Data Generation for Traffic Scenarios
Discover how to speed up smart city AI development with our step‑by‑step recipe for generating photorealistic synthetic urban traffic data using NVIDIA Cosmos™ models.

Learn More About the Workflow
Make Your Robot's Holiday Wish Come True
Celebrate the holidays and unlock next‑level performance with NVIDIA Jetson™ AI robotics computers, featuring limited‑time deals on select developer kits: Jetson AGX Thor™, Jetson AGX Orin™, and the compact, powerful Jetson Orin Nano™ Super.

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Inception Startup Ecosystem Highlights
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Open Source, Agents, and Specialization: What’s Next in AI
Konstantine Buhler (Partner, Sequoia Capital) and Kari Briski (VP, Generative AI Software, NVIDIA) explore how open-source models and specialized agents will power the next wave of AI.​

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Overcoming Data Scarcity in Biodiversity
The NVIDIA Cosmos Cookbook is a hands-on guide to Cosmos open models, with workflows, recipes, and examples for building, adapting, and deploying world foundation models across domains. It features a Voxel51 recipe that uses Cosmos Transfer 2.5 and FiftyOne to turn scarce moth images into rich, field-like agricultural scenes, tackling data scarcity and domain gaps in biodiversity AI.

Read the Full Recipe 
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Robot Retasking in High-Mix Manufacturing With Workr
Powered by NVIDIA Isaac™, Workr lets operators retask robots in under five minutes, replacing weeks of coding and bringing flexible automation to more of manufacturing.

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Hippocratic AI Brings Empathy Inference to Modern Healthcare
See how Hippocratic AI uses NVIDIA-powered generative agents to deliver empathetic, real-time patient outreach at scale—supporting clinicians and transforming modern healthcare.

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Inside NVIDIA Nemotron 3: Techniques, Tools, and Data That Make It Efficient and Accurate
Meet NVIDIA Nemotron™ 3—our new open family of models with weights, data, tools, and training for multi-agent apps, featuring a hybrid Mamba‑Transformer MoE, 1M‑token context, NVIDIA NeMo™ Gym reinforcement learning, NVFP4 pretraining, and more.
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Upcoming Live and On-Demand Events
New NVIDIA Instructor-Led Workshops and Self-Paced Courses

Upcoming Conferences
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Join NVIDIA Inception for Startups
Inception is a free program that meets you wherever you are in your startup journey. It's your guide to NVIDIA’s AI ecosystem, offering developer tools and training, preferred pricing from NVIDIA, offers from partners, and a global network to help you discover your AI opportunity, build your solutions faster, and grow your business.
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