Agora-1 is a Multi-Agent World Model by Odyssey ML, designed to enable multiple AI agents to reason and act collaboratively in a shared environment, simulating complex interaction scenarios. The model learns the dynamic rules of its environment, allowing agents to plan, cooperate, and adapt to changes. This represents a significant step toward general AI systems, applicable to multi-agent system research, robotic collaboration simulation, and automated decision-making.