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Claude Opus 4.6 outperforms its peers, solving over half of the complex tasks in a personalized desktop environment, revealing critical gaps in current AI capabilities.
iOSWorld reveals that even state-of-the-art models falter in multi-app reasoning, achieving only 37% accuracy, underscoring the complexity of personal context in AI interactions.
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.
