Specialized search for Machine Learning

Curated ML indexes and signals

4MachineLearning is a focused search engine and resource hub for Machine Learning. We combine multiple specialized indexes, relevance signals, and AI-assist features to help researchers, engineers, students, and decision makers find ML content more efficiently. Use the search to locate papers, datasets, code, preprints, tutorials, tools, and vendor offerings tailored to ML workflows. Part of the 4SEARCH network of topic specific search engines.

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Artificial intelligence in elections

Artificial intelligence has been making its way into this campaign cycle, with concerns about data centers in neighborhoods potentially swaying voters and AI in campaign ads leading to confusion over content. Two-thirds of Americans are very or somewhat concerned about AI's use in this year’s midterm elections. Last year, a bipartisan group of state lawmakers in North Carolina sponsored House Bill 375, which would require campaigns to disclose whether they used AI to create any part of their ads. However, the bill did not advance out of committee. State Senate Majority Leader Michael Lee ran an AI-generated ad depicting his opponent Jessica Bichler in oddly-contorted yoga poses, which has led to debate over whether generating false content should be used in attack ads. Thirty-one states have enacted some form of regulation for AI in political campaigning, but North Carolina has not…

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