Nemotron 3 Nano 4B: NVIDIA Edge Model Runs on 8GB
NVIDIA's Nemotron 3 Nano 4B packs a Mamba-dominant hybrid architecture, 262K token context, and 95.4% on MATH500 into a model that fits an 8GB Jetson Orin Nano.
Articles Tagged "Hardware"
NVIDIA's Vera Rubin Arrives at GTC 2026 With 6 Chips
NVIDIA opens GTC 2026 with the Vera Rubin platform - six co-designed chips delivering 50 PFLOPS of inference per GPU and 10x lower token cost than Blackwell.
Meta Unveils Four MTIA Chip Generations in Two Years
Meta published a four-generation MTIA silicon roadmap delivering chips every six months through 2027, with compute scaling 25x from MTIA 300 to MTIA 500.
Figure AI Helix 02 - Musk Asks if It's Autonomous
Figure AI's Helix 02 robot went viral cleaning a living room on March 9 - then Elon Musk publicly questioned whether the demo was really autonomous.
MacBook Neo: Apple's iPhone Chip Lands in a $599 Mac
Apple's cheapest Mac ever packs the A18 Pro iPhone chip with a 16-core Neural Engine - but its 60 GB/s memory bandwidth puts a hard ceiling on what local models you can actually run.
NVIDIA's Secret Chip Fuses GPU and Groq for OpenAI
NVIDIA will unveil a new inference processor built on Groq's LPU architecture at GTC 2026, with OpenAI as its first major customer allocating 3 GW of dedicated capacity.
Alibaba Takes on Meta With Qwen AI Smart Glasses
Alibaba unveils Qwen-branded AI smart glasses at MWC Barcelona with pre-orders starting March 2, challenging Meta's dominance in a wearable AI market that tripled last year.
New Section - GPU and AI Accelerator Spec Pages
Awesome Agents launches a dedicated Hardware section with detailed spec pages for 21 GPUs, TPUs, and AI accelerators - from datacenter flagships to home lab favorites.
AORUS RTX 5090 AI BOX vs NVIDIA DGX Spark for Local AI
Two very different approaches to desktop AI hardware - a 32 GB eGPU with 1,792 GB/s bandwidth versus a 128 GB unified memory mini PC with full CUDA. Which one should you buy?
AORUS RTX 5090 AI BOX Review: Desktop GPU Power via Thunderbolt 5
A review of the Gigabyte AORUS RTX 5090 AI BOX - a liquid-cooled eGPU packing a full desktop RTX 5090 with 32 GB GDDR7, connecting to any laptop over Thunderbolt 5 for $2,999.
DGX Spark Review: NVIDIA's $4,699 Desktop AI Box
A hands-on review of the NVIDIA DGX Spark - a 128 GB Grace Blackwell mini PC that promises 1 petaflop of AI performance on your desk for $4,699.
NVIDIA DGX Spark Setup and Usage Guide for 2026
A complete guide to setting up the NVIDIA DGX Spark - from unboxing and first boot to running LLM inference, fine-tuning models, and optimizing performance.
