A sobering read for anyone working on machine translation.

@nsaphra.bsky.social is awesome and so much fun to work with. Go work with her!

To understand the future of AI, take a look at the failings of Google Translate theconversation.com/to-understan...

Ruby Ostrow, Adam Lopez LLMs Reproduce Stereotypes of Sexual and Gender Minorities https://arxiv.org/abs/2501.05926

📕 ⬇️ My thesis on 🚫unargmaxable outputs is online! Check it out if you want to learn more about how output layers constrain what neural networks can and cannot predict 👉 era.ed.ac.uk/handle/1842/...