Karpathy's Autoresearch Runs 100 ML Experiments Overnight
Andrej Karpathy open-sourced autoresearch, a 630-line MIT-licensed Python tool that runs up to 100 autonomous ML experiments overnight on a single GPU, no PhD required.
Articles Tagged "GPU"
Nscale Closes $2B to Build Europe's AI Backbone
Nscale raises the largest Series C in European history, valuing the company at $14.6 billion and funding a 100,000-GPU AI gigafactory in Norway with OpenAI as anchor customer.
US Drafts Rules Requiring Permits for All AI Chip Exports
The Commerce Department has drafted regulations requiring government approval for all AI chip exports worldwide - not just to China - giving Washington unprecedented gatekeeper power over global AI development.
Meta's $100B AMD Bet Is a Direct Shot at Nvidia
Meta and AMD signed a 6-gigawatt, multi-year GPU pact worth up to $100B - announced days after a separate Nvidia expansion, signaling Meta's deliberate strategy to break single-vendor dependence in AI compute.
US Weighs 75K-Chip Cap on Nvidia H200 Sales to China
The Trump administration is considering limiting Chinese companies to 75,000 Nvidia H200 GPUs each - less than half what Alibaba and ByteDance want - while zero chips have shipped despite months of export approvals.
Metal GPU Programming - A Practical Guide for macOS Developers
A hands-on guide to Metal compute programming on Apple Silicon. Covers architecture, unified memory, real code examples in MSL and Swift, and how Metal compares to CUDA.
ByteDance Trained an AI Agent That Writes Faster CUDA Kernels Than You
CUDA Agent uses reinforcement learning trained on actual GPU profiling data to generate optimized CUDA kernels. It beats torch.compile by 2.11x overall and outperforms Claude Opus 4.5 and Gemini 3 Pro by 40 points on the hardest kernels.
CUDA Programming - A Practical Guide for Software Engineers
A hands-on guide to CUDA programming for developers who know how to code but have never written a GPU kernel. Covers architecture, memory, real code examples, and Metal comparison.
NVIDIA Rubin CPX - Inference GPU With GDDR7
Full specs, benchmarks, and analysis of the NVIDIA Rubin CPX - a purpose-built inference GPU with 128GB GDDR7, 30 PFLOPS NVFP4, and 3x faster attention versus Blackwell, targeting million-token context workloads.
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.
AMD Instinct MI440X - CDNA 5 Enterprise GPU
Complete specs and analysis of the AMD Instinct MI440X - a CDNA 5 enterprise GPU with 432GB HBM4, 19.6 TB/s bandwidth, and TSMC 2nm compute chiplets.
Intel Crescent Island - Inference-Only AI GPU
Intel Crescent Island specs and analysis - an Xe3P inference GPU with 160GB LPDDR5X, air cooling, and a cost-optimized approach to AI serving.
