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    Tag: HumanEval

    Sep 20
    17 min read
    Beyond HumanEval and MBPP: Why Traditional Code Generation Evals Fail for Autonomous Agents

    During the initial rise of generative artificial intelligence for software development, evaluation was anchored to algorithmic isolation. Benchmarks such as OpenAI’s HumanEval (introduced in 2021) and Google’s Mostly Basic Python Problems (MBPP) became the industry-standard yardsticks. Models were tasked with a straightforward challenge: ingest a standalone function signature, read a short natural-language docstring, and generate […]