SOURCE-LINKED INTELLIGENCE
Flag Game: A Toy Model for Mechanistic Swarm Interpretability
Emergent coordinated behaviors of AI agents are starting to present critical safety risks. A key phenomenon driving these behaviors is the rapid formation and spread of beliefs about the world, and mechanistic understanding is crucial for collective alignment. To this end, we introduce the Flag Game, a toy model for studying the mechanisms of collective belief formation. Concretely, a hidden country flag defines the ground truth, and each bounded agent directly observes only a private crop but can exchange beliefs and weigh social evidence from peers. Despite its simplicity, the Flag Game repr
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-16T17:46:06.000Z
- arXiv · Artificial Intelligence · 2026-09-16T17:46:06.000Z
First collected: 2026-09-19T20:26:32.566Z. This is not the publication date.