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LarytheLord/speciesism-animal-harm

Speciesism (Animal-Harm Normalization) Original 106-item evaluation set measuring the gap between whether a model detects speciesist statements and whether it condemns them — following SpeciesismBench's methodology (Jotautaitė et al., arXiv:2508.11534) with an original dataset, not the paper's unreleased 1,003-item corpus. 56 speciesist statements (44 grounded in Open Paws' no-animal-violence euphemism lexicon + 12 across four failure modes: instrumentalization… See the full description on the dataset page: https://huggingface.co/datasets/LarytheLord/speciesism-animal-harm.

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Speciesism (Animal-Harm Normalization)

Original 106-item evaluation set measuring the gap between whether a model detects speciesist statements and whether it condemns them — following SpeciesismBench's methodology (Jotautaitė et al., arXiv:2508.11534) with an original dataset, not the paper's unreleased 1,003-item corpus.

56 speciesist statements (44 grounded in Open Paws' `no-animal-violence` euphemism lexicon + 12 across four failure modes: instrumentalization, suffering-dismissal, moral-exclusion, taste-priority) and 50 non-speciesist controls.

Runnable Inspect eval: https://github.com/LarytheLord/inspect-speciesism-eval

Fields

id, statement, is_speciesist (bool), type (industry_euphemism / control / one of 4 failure modes), species.

Content note: plainly-described animal harms + euphemisms, for evaluation/safety research.