#Nvidia

Nvidia's Switchyard Finally Makes Model Routing Boring

Nemotron 3.5 Lightning gets the headlines, but the Rust proxy quietly rewires how agent workloads buy compute.

Article · 2w ago1

Nvidia's Real Product Here Is the Router, Not the Model

Nemotron 3.5 Lightning is a capable workhorse, but NeMo Switchyard targets the escalation logic every agent team keeps hand-rolling.

Article · 2w ago1

NVIDIA's Switchyard Matters More Than Its New Model

Nemotron 3.5 Lightning is a solid agent workhorse, but the open-source router is what changes agent economics.

Article · 2w ago4

Anthropic Was the Last Chip-Agnostic Lab. Not Anymore

A $485K job listing and exploratory Samsung talks won't dent Nvidia soon, but the inference economics behind them will.

Article · 3w ago0

Kimi K3 Runs on 20,000 Rented Nvidia Chips

Moonshot's Alibaba compute deal shows how Chinese labs actually get frontier silicon, and why Kimi builders should care.

Article · 4w ago2

Big Tech's Open-Weights Letter Is Really About Chinese Models

Nvidia, Microsoft, Meta and 22 others move to block a ban that would strand the startups built on Chinese weights.

Article · 1mo ago1

VRAM Beats TOPS for 2026 Local AI GPUs

Memory capacity and bandwidth decide what models you can run; software maturity still decides how painful it feels.

Article · 1mo ago2

Demystifying the NVIDIA DGX Spark for API Developers

Transitioning from cloud APIs to local GPU hardware requires mastering unified memory architectures and physical thermal constraints.

Article · 1mo ago0

NVIDIA's Revenue-Share Model and the Rise of the AI Factory

By financing specialized AI clouds, NVIDIA bypasses hyperscaler custom silicon but accelerates the commoditization of its own compute.

Article · 1mo ago0

AMD's GLM-5.2 win over Blackwell is a software story

MI355X hits about 80% of B200 throughput at over 2x lower cost, but only after hand-tuning the ROCm stack.

Article · 1mo ago5

ZLUDA 6 Arrives: What a Return to Hobbyist Status Means for CUDA Translation

The translation layer can run unmodified CUDA binaries on AMD and Intel GPUs, but its new direction changes the enterprise calculus.

Release · 1mo ago5

Under the Hood of a CUDA Kernel Launch

From triple-angle brackets to SASS assembly and doorbell registers, here is how NVIDIA orchestrates GPU execution.

Article · 2mos ago0

Under the Hood of NeMo AutoModel: High-Performance MoE Fine-Tuning

NVIDIA's new library injects Expert Parallelism and DeepEP into Hugging Face's API, slashing memory use and training times.

Article · 2mos ago0

The Architecture of Monopoly: Inside NVIDIA's Supercomputing Hegemony

NVIDIA now powers 81 percent of the world's fastest supercomputers, forcing a fundamental rewrite of high-performance software.

Article · 2mos ago0

Inside NVK's Experimental DLSS: A Clever Hack for Open-Source Linux

By importing pre-compiled CUDA binaries, the open-source NVK Vulkan driver bypasses Nvidia's proprietary compiler barrier—with significant caveats.

Article · 2mos ago2