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VideoAgent is an all-in-one open-source framework for comprehensive video intelligence, combining understanding, editing, and creative generation through a unified agentic workflow.
Introduces SVI-Bench, a large-scale benchmark for strategic video intelligence using team sports, designed to evaluate models on dynamic scene understanding, causal reasoning, strategic simulation, and agentic synthesis. The benchmark reveals a capability cliff where models perform well on perceptual tasks but sharply degrade on higher-level strategic reasoning.