Dataset · Hugging Face

quge007/ai-infrastructure-problem-observatory

Name: ai-infrastructure-problem-observatory
Creator: quge007
License: cc-by-4.0
Keywords: task_categories:text-classification, license:cc-by-4.0, size_categories:10K<n<100K, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, AI infrastructure, Production systems, Problem corpus, GitHub issues, Technical forums

AI Infrastructure Problem Observatory: Topics Dataset Quick Summary 80,257 real-world AI infrastructure problems extracted from GitHub discussions, technical forums, and industry blog posts. Covers 22 months (2024-12 to 2026-09). Fully self-contained with 100% original source data embedded—no external joins needed. Use this dataset to: Understand production challenges faced by AI teams (infrastructure, deployment, optimization) Identify emerging problems and… See the full description on the dataset page: https://huggingface.co/datasets/quge007/ai-infrastructure-problem-observatory.

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Author / organization	quge007
License (as declared)	cc-by-4.0
Downloads	186 (as reported by Hugging Face)
Likes	0
Created	30 September 2026
Last updated at source	12 October 2026

AI infrastructureProduction systemsProblem corpusGitHub issuesTechnical forumsBlog analysis

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