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- New preprint on multi-agent LLM systems and the emergence of collusive behaviors: Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems.

- New preprint on Masked Diffusion Models + Constraints! The idea uses search augmentation during the reverse denoising step of diffusion to optimize for constraint violations: Search-Augmented Masked Diffusion Models for Constrained Generation.