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Security Considerations for Multi-agent Systems

Security framework identifying distinct vulnerabilities in multi-agent systems with delegated tool authority and inter-agent communication.

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PlayWorld: Learning Robot World Models from Autonomous Play

PlayWorld: autonomous pipeline training action-conditioned video models for robot simulators from large-scale datasets.

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A Text-Native Interface for Generative Video Authoring

Doki is a text-native interface for generative video creation, enabling users to author videos through natural language writing instead of specialized video editing tools.