“Beware Silver Bullets: Are we making “welfare tech” into the next animal advocacy bubble?” by Rockwell, Tom Billington

Epistemic status: Speculation from two decently informed advocates armed with anecdata.

Note on process: After having some version of this conversation several times and saying, “we should probably write about this publicly,” we took the less heroic route: we recorded one of our conversations, fed the transcript into an LLM, and then substantially revised the structure, substance, and framing ourselves. We will not be sharing the transcript, as it is interspersed with side comments about dogs.

We’ve been very slow to get this out. We wrote this and began receiving feedback on our draft before very relevant projects went live, including the announcement of Spring Innovation Fund and Rethink Priorities’ call for new animal founders.

Many thanks to those who reviewed our drafts. All mistakes are our own.

Summary

The animal movement is at an extremely exciting stage, with many promising new ideas, funding opportunities, and talented individuals entering the space. We want to encourage this energy, while also noting a concerning pattern that we’ve observed:

The effective animal advocacy world has a pattern of high levels of enthusiasm for a specific intervention that eventually gives way to a rapid downward adjustment, as expectations run ahead of the evidence [...]

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Outline:

(01:05) Summary

(03:17) The recurring pattern

(06:42) Why EA is vulnerable to silver bullets

(08:51) Why welfare tech might be the next "silver bullet"

(10:42) Why are bubbles bad?

(12:22) What would a healthier approach look like?

(13:59) Conclusion

The original text contained 2 footnotes which were omitted from this narration.

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First published:
August 24th, 2026

Source:
https://forum.effectivealtruism.org/posts/QHgfRkiNFoGyysDpn/beware-silver-bullets-are-we-making-welfare-tech-into-the

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Narrated by TYPE III AUDIO.