MLE-bench: Evaluating General AI Capabilities

OpenAI’s MLE-bench is a benchmark with 75 tests aimed at assessing the potential of advanced AI agents to autonomously modify their own code and improve. This system plays a key role in determining whether an AI can evolve into artificial general intelligence (AGI). These tests span diverse fields, including scientific research, and focus on machine learning tasks. AI models that perform well on these tasks show potential for real-world applications, but they also present risks if not controlled. Learn…

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