The Baidu Wenxin Assistant Task Agent has clinched the number one position on the internationally recognized engineering-oriented AI agent evaluation platform, PinchBench v2. It achieved a peak score of 94.6% and an average score of 94.4%, marking a significant milestone as the first Chinese AI agent system to attain this overall top ranking as an officially released product, outpacing rivals such as Claude and GPT. This leaderboard focuses on assessing an agent's proficiency in completing tasks and producing verifiable outcomes, encompassing practical work scenarios across diverse fields. It utilizes a fully automated verification system and LLM-based review process, with no human intervention, and Baidu has made the entire evaluation process open-source. The Wenxin Assistant Task Agent is adept at managing intricate tasks, including financial report data extraction and computation, vulnerability assessment and remediation, and contract legal analysis. Additionally, it caters to everyday office requirements, travel planning, and even timed thesis compilation. Constructed on the multi-agent framework of Baidu Search Orion AI Engine, its foundational logic is rooted in Baidu's over two decades of in-depth expertise in search engine intent understanding mechanisms, demonstrating that thoughtful system architecture and engineering execution can substantially unleash model capabilities. Its core technologies have been integrated into the Baidu App and Wenxin Assistant.