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Sep 15, 2026 · Artificial Intelligence

Meituan's Agent Evaluation System: From Scoring to Infrastructure Capability

Meituan's Turing team shares a comprehensive framework for evaluating AI agents, covering multi-layered assessment (result, process, efficiency, risk), human-machine alignment via binary rubrics, seed test sets, expert knowledge integration, and the shift toward infrastructure for long-horizon agents with task-based evaluation harnesses.