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Expert artifacts can serve as a goldmine for reconstructing evidence-seeking trajectories, leading to substantial improvements in long-form generation tasks.
Generating agentic data isn't just about quantity; it's about crafting valid, informative experiences that evolve alongside agents and their environments.
Traditional image retrieval fails to capture user intent, but BundleWeaver's innovative approach to dynamic image bundle composition achieves substantial performance gains over conventional methods.