Hardware & Infrastructure

Nvidia Genesis AI investment explained: why Nvidia backed the French robotics lab at GTC Berlin and what it means for physical AI, robot brains, and investors

Nvidia co-packaged optics is moving from roadmap to revenue. See how Lumentum lasers power Spectrum-X and Quantum-X switches and what it means for AI investors

The AI memory shortage 2026 hit consumers: Nvidia raised the Shield TV from $199.99 to $299.99. Here’s why DRAM costs are rising and what it means for you.

Cerebras stock hit a post-IPO low of $166.43, below its $185 offer price, as lockup expiry and Nvidia’s OpenAI win pressure CBRS. What investors should watch.

Is the DGX Spark 64GB worth $4,999? We break down NVIDIA’s GB10 specs, 2026 memory prices, and which local AI models actually fit in 64GB before you buy.

NVIDIA OpenShell adds runtime guardrails to AI agents, checking every network call, file access and tool call against your policy. Here’s how to set it up now.

Nvidia Jensen Huang AI regulation pitch explained: why Nvidia stock fell, what investors fear, and how AI policy now drives GPU demand for businesses in 2026.

IonQ Superion 256 NVIDIA NVQLink puts a 256-qubit QPU inside NVIDIA’s Boston lab with sub-4-microsecond GPU links. What the latency budget actually buys

The NVIDIA Earth-2 nowcasting workflow turns live radar into kilometer-scale forecasts for the next few hours via NIM API calls — no HPC cluster required.

Nvidia chip supply 2026 is doubling, per Jensen Huang’s latest pledge. Here’s what that means for GPU pricing, rental contracts and your compute budget before you sign

Nvidia CUDA-Q fault-tolerant quantum computing gets real: CUDA-Q Logical lets developers design, test and cost error-corrected programs free via pip install.

The 1X NEO humanoid robot costs $20,000 or $499/month and ships to US homes now. Here’s what it does, the remote-operator catch, and whether it’s worth it.

Nvidia DLSS 5 brings neural rendering that reworks game lighting and materials in 2026. Here’s whether RTX 30 and 40 owners should finally upgrade their GPU.

AMD MI450 Helios brings 72 GPUs and 432GB HBM4 per GPU. We test ROCm 7 vs CUDA on real workloads: ready for inference, but prove training on your own code.

Nvidia’s Australia AI datacenter buildout lands in 2026. What GPU renters actually get: local latency, data residency, and real pricing before you migrate workloads

Nvidia shipped official CUDA Rust support with two compilation tracks: a native rustc NVVM backend and a transpiler to CUDA C++. What it means for GPU kernels without C++

Broadcom Tomahawk 6 vs Nvidia NVLink: how 102.4 Tbps Ethernet XPU pods stack up against GB300 NVL72 racks on cost, scale and 2026 capacity planning

Nvidia PAIR vs LM Studio in 2026: PAIR pools idle home GPUs into one inference target, LM Studio keeps it simple. See which local AI host fits your rig

Nvidia’s $3.5B MediaTek investment buys influence over custom AI silicon design. What the deal means for 2026-2027 chip procurement, pricing, and deployment plans

Nvidia’s Jetson Thor humanoid robots now power Unitree, UBTech and Galbot — here’s how China’s robot stack works and why export controls could reshape it

Nvidia’s Cloverleaf Infrastructure partnership signals AI’s real bottleneck is power, not chips — what the gigawatt land grab means for your 2026 compute costs

Nvidia DSX MaxLPS turns AI rack design into a power problem — what the 2026 spec means for your watts, amperage limits, and utility contract sizing

Nvidia paid ~$6B to license Poolside’s Malibu coding model. Here’s what the deal means for on-prem AI code assistants, vendor risk, and your team’s roadmap

Nvidia H200 accelerators have reportedly cleared customs into China in small batches. Here’s what the shipments signal for GPU pricing, supply, and compute strategy in 2026

Nvidia’s Nemotron 3.5 Lightning NVFP4 is the first production 4-bit checkpoint trained with QAD, not post-quantized. Real Blackwell benchmarks, SageMaker deploy, and 2026 GPU cost math

Nvidia is guaranteeing up to $105B in debt for OpenAI’s Ohio data center campus. Here’s who actually eats the risk if AI credit turns

Google Cloud’s Ironwood TPU v7 is now generally available: 9,216-chip pods, 192GB HBM3e per chip, and Anthropic’s million-chip bet on a real Nvidia alternative

Nvidia’s $500 billion GPU financing is under fire as Michael Burry shorts the stock — the whole case rests on what a used H100 is really worth in 2026

Cerebras wafer scale inference keeps the latency crown in 2026: the CS-4 holds active weights in 44GB on-chip SRAM at ~21 PB/s, with zero HBM round-trips

Nvidia’s reported $3B Lancium stake signals GPUs now ship with power attached. What the deal means for your compute costs, GPU rental pricing, and AI budgets in 2026

Nvidia’s GB300 NVL72 pulls 120-140kW per rack under sustained training load — roughly 10x a standard colo cabinet. Real power, cooling, and cost-per-token numbers before you buy

AMD’s Taalas acquisition bakes LLM weights straight into silicon, skipping HBM entirely. Here’s why the memory-bandwidth bet could crack Nvidia’s inference moat