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NVIDIA Showed an Agent Building Architecture on a Laptop — No Cloud Required

NVIDIA Showed an Agent Building Architecture on a Laptop — No Cloud Required

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9 min read
NVIDIA Put Petaflop Compute on Your Desk — And It Changes the AI Cost Equation

NVIDIA Put Petaflop Compute on Your Desk — And It Changes the AI Cost Equation

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8 min read
NVIDIA's NVK Vulkan Driver Boosts Mesh Shaders; Wayland Dominates Linux Desktops; Jetson Updates for Physical AI

NVIDIA's NVK Vulkan Driver Boosts Mesh Shaders; Wayland Dominates Linux Desktops; Jetson Updates for Physical AI

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3 min read
RTX 5060 for Local AI in 2026: When 448 GB/s Hits an 8GB Wall

RTX 5060 for Local AI in 2026: When 448 GB/s Hits an 8GB Wall

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6 min read
NVIDIA RTX Spark Superchip Unveiled, NBD-VRAM for GPU Swap, Local AI on RTX

NVIDIA RTX Spark Superchip Unveiled, NBD-VRAM for GPU Swap, Local AI on RTX

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3 min read
Notes on Serving LLMs with TensorRT-LLM and Triton

Notes on Serving LLMs with TensorRT-LLM and Triton

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4 min read
Next-Gen AV2 v1.0 Video Spec; Wine-Staging 11.10 Fixes Linux GPU Display; NVIDIA's Power-Efficient AI Factories

Next-Gen AV2 v1.0 Video Spec; Wine-Staging 11.10 Fixes Linux GPU Display; NVIDIA's Power-Efficient AI Factories

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3 min read
AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks

AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks

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3 min read
AMD ROCm 7.2.4, Radeon Software 26.12, & Fwupd 2.1.4 Boost Linux GPU Support

AMD ROCm 7.2.4, Radeon Software 26.12, & Fwupd 2.1.4 Boost Linux GPU Support

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4 min read
CUDA 13.3 Lands, AI Writes Blackwell Kernels, & FP4 VRAM Optimization for LLMs

CUDA 13.3 Lands, AI Writes Blackwell Kernels, & FP4 VRAM Optimization for LLMs

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3 min read
FlashAttention CUDA Kernel, Strix Halo MOE Boost, & NVIDIA DLSS 4.5 Driver Update

FlashAttention CUDA Kernel, Strix Halo MOE Boost, & NVIDIA DLSS 4.5 Driver Update

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3 min read
From Chatbot to Agent — Tool Calling with NVIDIA NIM

From Chatbot to Agent — Tool Calling with NVIDIA NIM

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7 min read
PatentLLM: CUDA TileLang/Triton B200 5x Speedup, RTX 5090 Power, PTX Grammar

PatentLLM: CUDA TileLang/Triton B200 5x Speedup, RTX 5090 Power, PTX Grammar

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3 min read
RTX 5080 Undervolt Benchmarks, CGO-Free CUDA API Binding, & AMD GPU Compatibility Fix

RTX 5080 Undervolt Benchmarks, CGO-Free CUDA API Binding, & AMD GPU Compatibility Fix

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3 min read
Diffusion Language Models Are Here: Deep Dive into NVIDIA's Nemotron-Labs DLM Architecture

Diffusion Language Models Are Here: Deep Dive into NVIDIA's Nemotron-Labs DLM Architecture

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15 min read
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