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Personalization is key: agents struggle with multi-app tasks, achieving only 37% accuracy despite an overall score of 52%.
Multi-agent coordination can boost task completion efficiency by up to 25.5%, transforming how we approach complex computer use challenges.
Today's best web agents are shockingly inefficient, achieving only 1.15% trajectory efficiency on realistic long-horizon tasks, revealing a critical need to move beyond simple success rates.
