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Dataset · Hugging Face

dimhold/tool-failure

tool-failure Author: Dmitriy Semenkevich (dimhold) This dataset measures whether a model's answer reports a broken tool: 100 calls through an MCP server written for the study that breaks its own tool in 5 ways, on claude-haiku-4-5 and claude-opus-5. Headline, from the repository: "When a tool breaks loudly, the model's answer says so 39 times out of 40. When the same tool returns a corrupted value and stays quiet, the answer says so 0 times out of 40." This is a mirror. The… See the full description on the dataset page: https://huggingface.co/datasets/dimhold/tool-failure.

Author / organizationdimhold
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Created22 October 2026
Last updated at source22 October 2026
llm-evaluationtool-usemcpagentsclaude
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