AhmedMudasir/MAS-DATASET

DATASET-MAS数据集记录了42位巴基斯坦领域专家首次使用Atypica.ai（一个四阶段多代理系统管道）的体验。该数据集为评估专家用户在新兴市场背景下如何判断AI的可信度、本地化和技术深度提供了专业资源。数据集包括42份AI生成的商业智能报告、42份匿名化访谈记录和包含参与者年龄、性别、专业领域和工作年限的元数据。数据集支持可信度预测、本地化质量评分和过程透明度分析等研究任务。DATASET-MAS captures the first-use experiences of 42 domain-expert professionals in Pakistan with Atypica.ai, a four-stage multi-agent system (MAS) pipeline. It provides a specialized resource for assessing how expert users judge AI credibility, localization, and technical depth in an emerging market context. The dataset includes 42 AI-generated business intelligence reports, 42 anonymized interview transcripts, and metadata detailing participants age, gender, professional domain, and years of experience. It supports research tasks such as credibility prediction, localization quality scoring, and process transparency analysis.