developer.nvidia.comadded August 2026
Nvidia Developer Blogby Elizabeth Goodman1d ago
Recommender systems (RecSys) are one of the most ubiquitous machine learning problems in the consumer internet industry yet notoriously difficult to train and serve at scale.
Nvidia Developer Blogby Elizabeth Goodman1d ago
NVIDIA Holoscan is a platform for building real-time AI applications at the edge, from medical imaging to robotics.
Nvidia Developer Blogby Tanya Lenz2d ago
Modern vision-language models (VLMs) can support tasks such as visual question answering, captioning, and image-text reasoning.
Nvidia Developer Blogby Michelle Horton2d ago
AI agents are only as effective as the context they receive. Even with capable models and well-documented NVIDIA libraries, agents can spend extra steps finding the right tools, burn tokens on dead...
Nvidia Developer Blogby Michelle Horton2d ago
Robots need policies that can adapt to their sensors, environments, and tasks while running on onboard computing hardware.
Nvidia Developer Blogby Elizabeth Goodman3d ago
Atomistic simulation requires three things: knowledge of the science, compute-efficient implementation of simulations, and accessible interfaces to the simulation stack.
Nvidia Developer Blogby Tanya Lenz3d ago
Uniform Manifold Approximation and Projection (UMAP) is a dimensionality reduction technique widely used for visualization and feature extraction.
Nvidia Developer Blogby Tanya Lenz4d ago
Teams customize their models to hit their targets for latency, speed, memory, and compute. With the open NVIDIA Nemotron family of models, developers can find the right-sized model for their needs.
Nvidia Developer Blogby Michelle Horton9d ago
Alibaba released the open weights for Qwen3.8-2.4T-A95B (Qwen3.8-Max), its largest open-weight model, bringing near-frontier capabilities to the open ecosystem.
Nvidia Developer Blogby Jorge Cardoso9d ago
AI infrastructure spans multiple layers, from compute and networking to storage, orchestration, and applications.
Nvidia Developer Blogby Elizabeth Goodman10d ago
Video is a core data path across NVIDIA Jetson applications, from robotics and intelligent video analytics to industrial automation, healthcare, media processing, and remote operations.
Nvidia Developer Blogby Tanya Lenz10d ago
Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation.
Nvidia Developer Blogby Michelle Horton10d ago
Building an AI agent does not end with choosing a single model. Each model has its own strengths, weaknesses, and cost profile, which can shift from one workload to another—or even within the same...
Nvidia Developer Blogby Michelle Horton11d ago
Meta returns to the open source ecosystem with the release of Muse Glimmer, a 30B open-weight dense model with a 120K+ context window built for local AI agentic work.
Nvidia Developer Blogby Michelle Horton17d ago
A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on.
Nvidia Developer Blogby Elizabeth Goodman17d ago
Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data labeling.
Nvidia Developer Blogby Elizabeth Goodman18d ago
Storage is an active part of every agentic AI workflow. As agents retrieve enterprise knowledge, access persistent memory, reuse key-value (KV) cache data, execute tools, and generate new results...
Nvidia Developer Blogby Tanya Lenz18d ago
Running a dedicated Kubernetes cluster per team often results in more isolation than an organization requires.
Nvidia Developer Blogby Tanya Lenz20d ago
As agentic and long-context workloads become common, the context lengths increase and attention consumes a larger share of inference time (Figure 1).
Nvidia Developer Blogby Elizabeth Goodman21d ago
The demand for high-quality video continues to accelerate across industries, powering everything from immersive streaming experiences to remote collaboration, generative AI media tools, and...
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