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State-of-the-art video generation and editing now hinges on a surprisingly simple division of labor: MLLMs for semantic planning, diffusion models for photorealistic rendering.
LLMs struggle to navigate the complexities of real-world finance, as evidenced by a new benchmark revealing their limitations in timeliness, regulatory compliance, and tool selection across 760 financial APIs.