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Multimodal models are often blind at birth: a new "Visual Attention Score" reveals they struggle to focus on visual inputs during cold-start, but a simple attention-guided fix can boost performance by 7%.
Ditch the min-max: Fuz-RL offers a fuzzy-measure guided approach to safe RL that achieves distributional robustness without complex optimization.
Forget scraping messy real-world websites: AutoWebWorld lets you synthesize infinite, perfectly verifiable web interaction data for just $0.04 a pop, dramatically boosting agent performance.
