Trustworthy AI software platform for technical and non-technical users

该项目包括一个集成的软件平台，为技术和非技术利益相关者提供连接信息，促进组织内可信赖人工智能的实施和监测。该平台包括四个主要的独特功能：1。技术信息平台非技术信息平台Check-list4。chatbot技术信息平台将有关值得信赖的人工智能实践和学习资源的最新信息融合在一个全面、易于使用的工具中，并配有视觉辅助工具。这为人工智能从业者提供了充分的信息访问，使他能够发现潜在的可信度漏洞，并学习如何克服它们。便利获取技术知识将有助于克服专业技能短缺和需要精确监管和指导方针的广泛挑战。清单包括一个交互式待办事项列表，它允许人工智能从业者跟踪性能变化和模型漂移，以易于可视化的方式组织他们的进展。人工智能从业者和管理涉众都可以访问该列表，从而促进自上而下的预防措施监控。非技术信息平台支持将技术文本转化为汇总的综合性内容，便于利益相关者管理。前面的检查表功能由两个部分组成：列表和到这个非技术信息平台的下拉连接。当点击检查列表中的一个项目时，会出现一个下拉菜单，其中包含手头问题的非技术描述以及解决问题的步骤（即公平性，算法和数据偏差），以某种方式告知管理利益相关者正在采取的一般方法，以达到值得信赖的AI解决方案。在改善不同技术知识水平之间的内部沟通时，管理利益相关者向用户提供的信息也将变得更加完整和透明，从而增加对人工智能工具的依从性。最后，Chatbot的连接功能通过回答基于非技术文档的关于值得信赖的AI程序的具体问题，为AI从业者在技术平台中查找必要的信息和管理利益相关者提供支持。

The project consists of an integrated software platform that provides connecting information for technical and non-technical stakeholders, facilitating the implementation and monitoring of Trustworthy AI within organisations. This platform comprises four main unique features:1. Technical information platform2. Non-technical information platform3. Check-list4. ChatbotThe technical information platform converges up-to-date information about Trustworthy AI practices and learning resources in a comprehensive, easy-to-use tool with visual aids. This offers the AI practitioner adequate access to information that allows him to detect potential trustworthiness breaches and learn how to overcome them. Facilitated access to technical knowledge will help surpass extensive challenges with specialised skill shortages and the need for precise regulation and guidelines.The checklist consists of an interactive to-do list, which allows the AI practitioner to keep track of performance variation and model drifts, organising their progress in an easy-to-visualise manner. Both the AI practitioner and managing stakeholders have access to this list, facilitating top-down monitoring of preventative measures.The non-technical information platform supports the transformation of transforming technical text into summarised comprehensive content for managing stakeholders. The previous checklist functionality consists of two segments: the list and a drop-down connection to this non-technical informative platform. When clicking on one item of the check-list, a drop-down menu appears with a non-tech description of the problem in hand and the steps to resolve it (i.e. Fairness, Algorithm and Data Bias) in a way that informs the managing stakeholder of the general approach being taken to reach a Trustworthy AI solution. In improving internal communication between different levels of technical knowledge, the information provided to users by managing stakeholders will also become more complete and transparent, increasing adherence to AI tools.Finally, the connecting feature of the Chatbot provides support for both the AI practitioner in finding the necessary information in the technical platform and the managing stakeholders by answering specific questions about Trustworthy AI procedures based on non-technical documentation.