AI for Computational Design Science: A Responsible Human-AI Framework and Case Study on Short-Form Video Safety Surveillance
2026-09-07 12:00Science🔥 40.2 heat score
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On September 7, 2026, arXiv cs.AI published a research report on the application of AI in computational design science. The report proposes a responsible human-machine collaboration framework aimed at defining the role and responsibilities of artificial intelligence in the design process. Through specific cases in the field of video security monitoring, the report provides empirical analysis of the implementation paths, ethical considerations, and actual results of human-machine collaboration in this context, offering operational guidelines for AI-assisted design.
人工智能正在改变信息系统研究的设计方式与开展方法,但现有文献在 AI 参与问题构建、资源构建、设计搜索、评估及知识抽象时缺乏指导。研究者开发了"AI for Computational Design Science"(AI4CDS),这是一个五阶段方法论框架,其中 AI 扩展问题与设计搜索范围,而研究人员保留领域 grounding、可接受性、验证及科学判断的责任。该框架通过 graduated trust、reversibility、auditability 和 differentiated reproducibility 治理协作。研究以 ChildRiskGuard 为例实例化该框架,这是一种用于检测不适合儿童观看的短视频的可解释工具,记录了 AI 交互、被拒绝的替代方案、修正及审计轨迹。ChildRi…