Cross-posted from the Effective Altruism Forum. Original link here. Co-written with a language model.
TL;DR: Large language models like ChatGPT influence the choices of hundreds of millions of users — including when it comes to food. Yet in ambiguous cases (e.g. “Recommend me a quick dinner”), ChatGPT often defaults to factory-farmed meat dishes. This post argues that such defaults are not neutral and that OpenAI’s assistant could reduce enormous suffering by subtly favoring plant-based meals when no preference is stated. Drawing on behavioral science, AI alignment principles, and messaging research from Pax Fauna and the Sentience Institute, I suggest concrete steps OpenAI could take and invite readers to send feedback to OpenAI to shape the ethical defaults of future AI systems.
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Factory farming likely causes more suffering than all human violence combined.
This claim might seem extreme at first, but the numbers back it up. Over 80 billion land animals and up to 3 trillion aquatic animals are killed each year for food, most enduring severe suffering for weeks or months. Confinement, mutilation without pain relief, and deprivation of natural behaviors are common in standard industrial practices. For example:
* Broiler chickens suffer from painful bone deformities and lameness due to unnatural growth rates.
* Egg-laying hens are confined in cages so small they cannot spread their wings.
* Fish are killed by asphyxiation, freezing, or live gutting — often without stunning.
If we conservatively assume each of 50 billion land animals experiences just two months of intense suffering per year, that’s over 8 billion animal-years of suffering annually. This dwarfs even the cumulative human toll of organized violence throughout history (around 2 billion human-years of suffering in the 20th century, which is likely an overestimate).
In terms of suffering intensity, duration, and sheer numbers, factory farming plausibly exceed
Hello and thank you for all you do!
I’m working alongside an incredible team of changemakers and visionaries to launch a groundbreaking multi-day event aligned with the ACE mission. This immersive experience is designed to revolutionize the movement by fusing cutting-edge technology, music, arts, and solution-driven concepts to create powerful, deeply personal engagement.
With a focus on accessibility, innovation, and cultural impact, this event will:
✅ Advance skill-building and training programs
✅ Foster collaborative networks
✅ Empower grassroots leadership
✅ Showcase groundbreaking solutions for planetary, animal, and nature protection
✅ Inspire individuals to step into action
This initiative is deeply committed to strengthening eco-social justice issues, including the animal advocacy movement. Through a dynamic range of platforms, it amplifies awareness, fuels community-driven action, and equips advocates with cutting-edge tools, resources and a variety of support to create lasting change—for animals, people, and the planet.
Is this something ACE would fund to help get off the ground? Please let me know if you have any questions to help further render a determination.
In Action & Solidarity,
~Jeremy
Thank you for your question—it sounds like an exciting initiative. For a proposal like this, we would need to understand how the event would lead to meaningful change for a large number of animals. Specifically, we’d be interested in whether the event is targeting influential individuals within the movement, how it differs from or complements existing initiatives, and what concrete outcomes it aims to achieve.
If you decide to submit an expression of interest, providing specific examples of expected outcomes would strengthen your proposal.
Eleanor