NVIDIA Integrates CUDA Tile Backend for OpenAI Triton GPU Programming
NVIDIA's new CUDA Tile IR backend for OpenAI Triton enables Python developers to access Tensor Core performance without CUDA expertise. Requires Blackwell GPUs.
NVIDIA Unveils Universal Sparse Tensor Framework for AI Efficiency
NVIDIA introduces Universal Sparse Tensor (UST) technology to standardize sparse data handling across deep learning and scientific computing applications.
NVIDIA Red Team Releases AI Agent Security Framework Amid Rising Sandbox Threats
NVIDIA's AI Red Team publishes mandatory security controls for AI coding agents, addressing prompt injection attacks and sandbox escape vulnerabilities.
NVIDIA Expands Physical AI Stack as Robotics Partners Deploy at CES 2026
NVIDIA releases new open-source physical AI models and frameworks at CES 2026, with Caterpillar, LEM Surgical, and NEURA Robotics deploying systems built on the stack.
NVIDIA GeForce NOW Launches Native Linux App in Beta With RTX 5080 Cloud Access
NVIDIA's GeForce NOW native Linux client enters beta, offering Ubuntu users up to 5K/120fps streaming with RTX 5080 cloud performance and 10 new games.
NVIDIA Run:ai v2.24 Tackles GPU Scheduling Fairness for AI Workloads
NVIDIA's new time-based fairshare scheduling prevents GPU resource hogging in Kubernetes clusters, addressing critical bottleneck for enterprise AI deployments.
NVIDIA Megatron Core Gets Dynamic-CP Update With 48% Training Speedups
NVIDIA releases Dynamic Context Parallelism for Megatron Core, achieving up to 1.48x faster LLM training and 35% gains in industrial deployments.
NVIDIA Research Exposes Critical VLM Security Flaws in AI Vision Systems
NVIDIA researchers demonstrate how adversarial image attacks can manipulate vision language models, turning traffic light recognition from 'stop' to 'go' with imperceptible changes.
NVIDIA FastGen Cuts AI Video Generation Time by 100x With Open Source Library
NVIDIA releases FastGen, an open-source library that accelerates diffusion models up to 100x. 14B parameter video models now train in 16 hours on 64 H100 GPUs.
NVIDIA TensorRT for RTX Brings Self-Optimizing AI to Consumer GPUs
NVIDIA's TensorRT for RTX introduces adaptive inference that automatically optimizes AI workloads at runtime, delivering 1.32x performance gains on RTX 5090.