Research

Alignment Research

Founded in early 2026, Arcadia Alignment is a London-based group of AI safety researchers. We study the science behind frontier approaches to AI alignment and seek to produce legible evidence for safe decision-making.

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Our Research

AI is increasingly capable of AI research and development. We study where automated alignment research stands today, where it fails, and where it differs from capabilities.

The effects of large-scale reinforcement learning on model values are poorly understood. We investigate how training shapes model motivations and when it may erode alignment.

Featured work

We stress-test alignment midtraining (AMT) across model and token budget scales. Our results suggest that midtraining cannot tackle the hard problems of AI alignment—namely distributional shift and reward underspecification in the presence of imperfect data.

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Blog

Debate with Self-Play Best-of-N Optimization

Jul 9, 2026

Blog

Your Model Organisms Might Be Fried

Jun 18, 2026

Opportunities

The alignment team is not currently hiring. View our other open roles, or sign up to our mailing list to hear when new positions open.

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