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ParaRecover introduces a process-level benchmark for evaluating error localization and recovery in multi-turn parallel tool-use agents, featuring a fine-grained error taxonomy and an SDE rubric for detailed assessment.
Palo Alto Networks leverages the breadth advantages of GPT-4.5 to achieve significant breakthroughs in token efficiency, parallel tool usage, and cybersecurity vulnerability reporting workflows, significantly shortening the time from analysis to delivery.