NVIDIA GPUs — 3 Technical Articles

Mar 8, 2026 · Artificial Intelligence

Karpathy Launches 'Auto-Research' Experiment: AI Writes Its Own Code and Trains Itself

Andrej Karpathy released the 630‑line open‑source autoresearch project that lets an AI agent automatically modify training code, run hundreds of short experiments on multiple GPUs, evaluate results, and iteratively improve models, raising questions about whether this constitutes genuine scientific research.

AI agentsAutoMLGitHub

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Karpathy Launches 'Auto-Research' Experiment: AI Writes Its Own Code and Trains Itself

21CTO

Nov 4, 2025 · Cloud Computing

How OpenAI’s New Alliance with AWS Will Transform AI Computing

On November 3, OpenAI announced a strategic partnership with Amazon Web Services, committing $38 billion to run its AI workloads on AWS’s optimized infrastructure, including EC2 UltraServer GPU clusters, with plans to reach full capacity by the end of 2026, marking a shift from its previous Microsoft‑centric collaborations.

AI infrastructureAWSNVIDIA GPUs

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How OpenAI’s New Alliance with AWS Will Transform AI Computing

Architects' Tech Alliance

Apr 3, 2025 · Artificial Intelligence

Which Nvidia GPU Wins the AI Race? A Deep Dive into A100, H100, A800, H800 & H20

This article examines the latest Nvidia GPU lineup—including A100, H100, A800, H800, and the upcoming H20—detailing their architectures, performance metrics for AI training and inference, cost considerations, and provides a step‑by‑step guide for building a high‑performance compute center.

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Which Nvidia GPU Wins the AI Race? A Deep Dive into A100, H100, A800, H800 & H20