RESOURCES
AI’S IMPACT ON ANIMALS — GENERAL
Taylor (2023), What AI could mean for animals
Coghlan & Parker (2023), Harm to nonhuman animals from AI: a systematic account & framework
Singer & Tse (2023), What AI means for animals
AI AND FACTORY FARMING
Bollard (2023), What could AI mean for animals?
Taylor (2024), AI in factory farming
Birch (2025), The challenge of autonomous farming
USING AI TO REDUCE WILD ANIMAL SUFFERING
Taylor (2024), How can AI help wild animals
Horta (2025), The future of wild animals
Graham (2025), Transformative AI and wild animals: An exploration
ANIMALS AND LONGTERMISM
Animal Ethics (2018), The importance of the future
Rowe (2020), Should longtermists mostly think about animals?
O’Brien (2024), The case for animal-inclusive longtermism (32 min read, blog)
Horta & Rozas (2025), Animals and longtermism
SPECIESISM IN LLMs
Hagendorff, Bossert, Tse & Singer (2023), Speciesist bias in AI: how AI applications perpetuate discrimination and unfair outcomes against animals
Kanepajs, Basu, Ghose, Li, Mehta, Mehta, Tucker-Davis, Fischer & Anthis, J. R. (2025), What do large language models say about animals? investigating risks of animal harm in generated text
Takeshita & Rzepka (2025), Speciesism in natural language processing research
INFLUENCING AI’S BEHAVIORS TOWARD ANIMALS
Ziesche (2021), AI ethics & value alignment for nonhuman animals
Anthropic (2025), Claude’s Constitution
Miles (2025), Making AI care about animals
Moret (2025), Including animal and AI welfare in AI alignment
Tse, Ziesche, Moret & Singer (2025), AI alignment: the case for including animals
TRANSFORMATIVE AI AND ANIMALS
Lizka and West (2025), A shallow review of what transformative AI means for Animals
Stewart & Dupuis (2025), What failure looks like for animals
Tse, Ziesche, Moret & Singer (2025), AI alignment: the case for including animals
BOOSTING ADVOCACY WITH AI
Morgan & Locke (2023), Harnessing AI for animal advocacy campaigns
Koosis (2023), AI & animal advocacy
Morgan (2024), AI toolkit
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