Unverified50% confidenceConceptExact time
演示鸿沟（Demo Gap）指实验室环境中的理想表现与真实生产环境中的鲁棒性之间存在的距离
1
Sources
50%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Related Claims
Unverified一项技术的演示效果与规模化落地之间往往隔着难以逾越的工程鸿沟，被称为从实验室到生产环境的最后一英里问题69% similarUnverifiedThe same model can produce output quality differences of an order of magnitude under different Prompt designs.62% similarUnverifiedThere is still a gap between laboratory demonstrations and real complex environments (noisy backgrounds, dialectal accents, and specialized terminology), and the model's stability in real-world scenarios has yet to be verified.61% similarUnverified一个能跑通的Demo与一个可持续运营的产品之间，存在数据持久化、异常处理、安全鉴权、性能优化、CI/CD部署流水线等一系列工程化问题的差距60% similar
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