DailyReport is a new open-source benchmark that evaluates search agents using everyday, multidimensional search tasks and reveals optimization opportunities in existing systems.
Current AI agents cannot reliably execute long-term, professional GUI workflows and fail at consistency maintenance, error propagation, and domain-specific understanding.