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Attack success rates of up to 86.3% reveal that current defenses against skill-based attacks are alarmingly ineffective, exposing a critical vulnerability in agent workflows.
Open-source QUEST agents, trained solely on 8K synthetic tasks, rival or surpass proprietary research agents, proving that scaling data synthesis can unlock frontier performance.
