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概念

Simulation and Evaluation Flywheel

DoorDash提出的LLM系统持续改进机制:通过仿真生成测试用例 + 自动评估形成快速反馈闭环。

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已收录 1 条与 Simulation and Evaluation Flywheel 相关的内容,按评分排序。

How DoorDash Built a Testing System to Evaluate LLMs

How DoorDash Built a Testing System to Evaluate LLMs

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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

FeaturedArticle#LLM#Testing System#DoorDash#AI Engineering#Hallucination Detection英文

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