Sara Hooker’s Post

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Head of Cohere For AI

Very proud of the work we are releasing today with Aakanksha . Arash Ahmadian Beyza Ermis Seraphina Goldfarb-Tarrant Julia Kreutzer Marzieh Fadaee ✨ Increasingly, multi-objective alignment will be paramount for safety. Safety isn't one-size-fits-all. It varies by culture, location and language, yet traditional alignment work often treats it as static. Here, we instead exhaustively explore multilingual preference alignment to both local 🎃 🀄 🕌 and global harms 🌐 . Excited to share our state-of-the-art alignment efforts that mitigate both global and local harms across languages. I also think the Aya Redteaming dataset will be extremely helpful -- we release it fully permissively for the use of the wider community. A first-of-its-kind human-annotated multilingual redteaming dataset in 8 languages, w both local and global harms. Dataset: https://t.co/BMQK7tQw2Q Looking forward to more work in this direction 🔥 Paper 📜 : https://lnkd.in/ems94ai3

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that's some commendable work! multi-objective alignment for safety is crucial. can't wait to see more! 👏 Sara Hooker

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Kenneth To

Relationship Optimization | Emerging Tech | INTJ Fund

1mo

I'm glad someone is taking into account the nuance of words across different cultures and locations. Keep it up!

Krishna Soni

Founder & CEO @ kri zek, LLC. Delaware, US | Game Developer | Researcher | Author

1mo

Peculiar! This might surpass barriers.

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Tim Scarfe

Machine Learning Street Talk

1mo

Nice job team!

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