Multi-scale Operation-assurance evaluation Tool for AI (MOT4AI) Systems

根据英国政府的一份报告（2019年），英国约50%的中小企业正在使用人工智能技术。政府呼吁提高人工智能系统的透明度，以确保它们的使用合乎道德和公平。我们还注意到，人工智能系统可能容易受到网络攻击，这可能会损害敏感数据或导致系统故障。它需要解决隐私、自主以及技术问题在我们生活中的作用。普华永道（PwC）最近估计，到本世纪30年代中期，英国多达30%的工作岗位可能会实现自动化；因此，提高技能和再培训是必不可少的。该项目旨在开发一种智能工具来评估人工智能系统的运行保障。我们将开发一个* * M * * ulti-scale * *啊,* * * * T * * ool peration-assurance评估* * AI * * (* * MOT4AI * *)系统根据术后AI-enabled中小企业的风险。我们计划利用政府人工智能保障和风险管理框架，如最近发布的NIST AI RMF 1.0，以确保最佳实践。我们将与20家地区中小企业合作，重点开发一个可扩展的系统，其中第一阶段将是一个基于网络的评估工具，根据《欧盟人工智能法案》的风险识别、分析和评估保证水平。到目前为止，还没有一个智能工具来为中小企业进行人工智能系统的运营保障。该项目将体现物有所值，因为它将通过信任保护中小企业的产出，帮助建立一个更加繁荣、可持续、包容和有弹性的社会的坚实基础，从而建立：**经济增长**：支持中小企业可以通过创造新的就业机会、提高生产率和推动创新来促进经济增长。**社会效益**：创新企业可能提供具有社会效益的产品或服务，例如改善医疗保健、教育（提高技能/技能）或环境。**促进人工智能的道德和** **负责任的使用**：它可以对社会产生重大影响，英国政府有责任促进这些技术的道德和负责任的使用。**国际竞争力**：支持创新企业可以确保英国公司处于创新和技术发展的前沿，从而帮助英国在全球经济中保持竞争力。

According to a UK government report (2019), approximately 50% of SMEs in the UK were using AI technology. The government has called for greater transparency in AI systems to ensure they are used ethically and fairly. We also noted that AI systems could be vulnerable to cyberattacks, which could compromise sensitive data or cause the systems to malfunction. It needs to address privacy, autonomy, and the role of technology issues in our lives. PwC recently estimated that the mid-2030s could automate up to 30% of UK jobs; therefore, upskilling and reskilling are essential.This project aims to develop an intelligent tool to evaluate the operational assurance of AI systems. We will develop a **M**ulti-scale **O**peration-assurance evaluation **T**ool for **AI** (**MOT4AI**) systems based on the postoperative risks of AI-enabled SMEs. We plan to utilise government AI assurance and risk management frameworks such as the recently released NIST AI RMF 1.0 to ensure best practices.Working with 20 regional SMEs, we will focus on developing a scalable system in which phase one will be a web-based evaluation tool to identify, analyse and evaluate the level of assurance based on the risk following the EU AI Act. So far, there has yet to be an intelligent tool to conduct operational assurance of AI Systems for SMEs.This project would represent value for money as it would assist in the development of a strong foundation for a more prosperous, sustainable, inclusive, and resilient society through protecting SMEs' outputs with trust to build:**Economic growth**: Supporting SMEs can contribute to economic growth by creating new jobs, increasing productivity, and driving innovation.**Social benefits**: Innovative businesses may offer products or services that have social benefits, such as improving healthcare, education (upskills/reskills), or the environment.**Promoting ethical and** **responsible use of AI**: It can help significant impacts on society, and the UK government has a responsibility to promote the ethical and responsible use of these technologies.**International competitiveness**: Supporting innovative businesses can help the UK to remain competitive in the global economy by ensuring that UK companies are at the forefront of innovation and technological development.