Animal welfare advocates and AI researchers gathered at the Sentient Futures Summit in San Francisco to explore how artificial intelligence could address animal suffering. Constance Li's organization believes the future of animal welfare depends on AI systems that value non-human life. The unconventional shoe-free coworking space hosted discussions ranging from rodent birth control to insect sentience, reflecting the movement's connection to effective altruism.

Jasmine Brazilek presented a benchmark for measuring how LLMs reason about animal welfare, urging researchers to train models with synthetic documents reflecting concern for animals. The movement sees AI as transformative for their cause, with some proposing to use tools like Claude Code and AlphaFold for cheaper cultivated meat production. Their approach prioritizes large-scale solutions over local shelter donations.

The summit buzzed with anticipation for funding from AI lab employees, particularly Anthropic, valued at $380 billion. Lewis Bollard noted that tech industry philanthropists have historically supported farm animal welfare causes. Proposals included a $100 million animal super PAC, AI-generated vegan content, and placing advocates inside AI labs. "The amount of new funding does give us more confidence to be bolder," said Aaron Boddy of the Shrimp Welfare Project.