How DoorDash Built a Testing System to Evaluate LLMs
DoorDash built a 'simulation and evaluation flywheel' system that uses offline realistic multi-turn conversation simulation and automated grading to reduce LLM chatbot hallucination fixes from weeks to hours, dramatically improving iteration speed and deployment confidence.
入选理由:采用离线仿真器生成无真实用户参与的多轮对话测试场景,避免线上风险
