Animal welfare benchmarks & training data
- commitment
- 8 hrs/week
- flexibility
- Open to proposals
mentored by

Aidan KankyokuAnima International
The project
The project involves jumping on opportunities as they emerge, so exact details will come in due time. We are doing whatever we can to reduce friction and incentivize frontier labs to address animal welfare in their alignment training. This includes a technical component (benchmarks and training data) as well as a social component.
The mentee's role
With mentorship, you could:
- take the lead on developing a novel AI character benchmark;
- help refine a synthetic data pipeline; or
- work to collect the best research on animal welfare/advocacy and repackage it to be included in AI pretraining (e.g. by contributing useful edits to Wikipedia)
Who I'm looking for
Most excited about projects that assume short timelines to transformative AI
Questions for applicants
Roughly how soon do you expect transformative AI to arrive, and how does that bear on what you think animal advocates should be doing?
Support offered
- Strategic decomposition
- Connections to any relevant person in the movement
- Tell you where to go to learn what you'll need
- format
- Project scoping · Research & writing · Product & entrepreneurship
- topic
- Tools for advocates · Near-term impact · Post-AGI transition · Macrostrategy · Longtermism
