Can AI really compete with human data scientists? OpenAI’s new benchmark puts it to the test

Can AI really compete with human data scientists? OpenAI’s new benchmark puts it to the test

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Credit: VentureBeat made with Midjourney Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has introduced a new tool to measure artificial intelligence capabilities in machine learning engineering. The benchmark, called MLE-bench , challenges AI systems with 75 real-world data science competitions from Kaggle , a popular platform for machine learning contests. This benchmark emerges as tech companies intensify efforts to develop more capable AI systems. MLE-bench goes beyond testing an AI’s computational or pattern recognition abilities; it assesses whether AI can plan, troubleshoot, and innovate in the complex field of machine learning engineering. A schematic representation of OpenAI’s MLE-bench, showing how AI agents interact with Kaggle-style competitions. The system challenges AI to perform complex machine learning tasks, […]

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