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Generating agentic data isn't just about quantity; it's about crafting valid, informative experiences that evolve alongside agents and their environments.
SkillGate achieves a 30% boost in trial success for long-horizon agents by fundamentally rethinking how skill selection is rewarded during execution.
SAGE not only matches professional directors in storyboard quality but also slashes authoring time, revolutionizing automated narrative production.
VAD reveals that isolating visual evidence can dramatically improve target reconstruction in multimodal learning, leading to more accurate student outputs.
LMM-based GUI agents stick out like a sore thumb in human-centric mobile environments, but simple techniques can make them blend in without sacrificing utility.