Our mission is to ensure AI systems are safe and beneficial
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Our Lab publishes empirical work focused on state-of-the-art solutions for AI safety.
Research
We are a decentralized organization designed to solve the biggest problems in AI risk.
Lab
Apart provides opportunities for thousands of builders to pilot AI safety research.
SprintsWith partners and co-authors from world-class partners
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Researcher Spotlight: Akash Kundu
Researcher Spotlights highlight the global community at the heart of Apart Research.
Interpreting Learned Feedback Patterns in Large Language Models
We hypothesize that LLMs with Learned Feedback Patterns accurately aligned to the fine-tuning feedback exhibit consistent activation patterns for outputs that would have received similar feedback during RLHF.
We produce foundational research enabling the safe and beneficial development of advanced AI.
Alex Foote*, Neel Nanda, Esben Kran, Ionnis Konstas, Shay Cohen, Fazl Barez*
Albert Garde*, Esben Kran*, Fazl Barez
Michael Lan, Fazl Barez
Clement Neo*, Shay B. Cohen, Fazl Barez*
Luke Marks∗†, Amir Abdullah∗† ♢, Clement Neo†, Rauno Arike†, David Krueger□, Philip Torr‡, Fazl Barez∗‡
†Apart Research, ♢Cynch.ai, □University of Cambridge, ‡Department of Engineering Sciences, University of Oxford
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Join experts and fellow researchers as we build AI safety together.
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Check out the list below for ways you can interact or research with Apart!
If you have lists of AI safety and AI governance ideas that are shovel-ready lying around, submit them to aisafetyideas.com and we'll put them into the list as we make each more shovel-ready!
You can work directly with us on aisafetyideas.com, on Discord, or on Trello. If you have some specific questions, write to us here.
Send your feature ideas our way in the #features-bugs channel on Discord. We appreciate any and all feedback!
You can book a meeting here and we can talk about anything between the clouds and the dirt. We're looking forward to meeting you.
We have a design where ideas are validated by experts on the website. If you would like to be one of these experts, write to us here. It can be a huge help for the community!
The blog contains the public outreach for A*PART. Sign up for the mailing list below to get future updates.
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