VentureBeat October 10, 2024
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.
AI takes on Kaggle: Impressive wins and surprising setbacks
The results reveal both the progress and limitations of current AI technology. OpenAI’s most advanced model, o1-preview, when paired with specialized scaffolding called AIDE, achieved medal-worthy performance in 16.9% of the competitions....
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