InclusivAI - fostering equitable AI systems through engaged, educated crowdsourcing

InclusivAI：通过参与、受过教育的CrowdouringInclusivAI培育公平的AI系统是一个雄心勃勃的项目，旨在通过让普通公民参与识别和纠正偏见的过程来彻底改变人工智能(AI)系统的审计。这一创新的方法利用了一个基于“受过教育的人群”的人工智能偏见审计系统，使人工智能系统更加包容、公平和对社会有益。该项目由五个关键部分组成：1-互动工作坊：包括人工智能将提供互动的电影教育工作坊，以揭开人工智能的神秘面纱，并为非技术人员阐明人工智能系统中的偏见问题。这些研讨会面向企业和学校，将培养对人工智能的广泛理解，并使参与者能够对潜在的偏见做出明智的判断。2-偏见报告平台：完成研讨会后，参与者可以访问一个用户友好的工具，报告他们遇到的人工智能偏见实例以及屏幕截图和URL等附带证据。潜在地，用户将获得类似于漏洞报告奖金的经济奖励。这促进了用户和公司之间的建设性对话，鼓励解决与偏见相关的挑战。3-InclusivAI Kitemark：为了显示他们对解决人工智能偏见的承诺，公司可以获得其网站的付费InclusivAI Kitemmark和链接。这个风筝标记使用户能够轻松地直接从InclusivAI网站报告偏见，可能只需支付一定的费用。4-30个试点研讨会：在该项目的资助期间，将举办30个互动研讨会，重点关注英国18岁以上的学生。5-Inclusivator Cohort：在试点工作中心的支持下，InclusivAI将开发一群训练有素的英国用户，他们被称为“Inclusivator”，其中许多人来自边缘社区，他们将得到公司的补偿，以秘密测试AI系统。他们的不同观点将有助于识别否则可能无法检测到的偏见。InclusivAI的突破性提议将偏见检测带出了高科技实验室的范围，并将其带入公共领域。这种包容性的偏见检测方法将有助于确保人工智能系统对所有英国公民负责，而不仅仅是技术专家。InclusivAI有可能成为英国使命的一个组成部分，即建立一个服务于每个人需求的人工智能生态系统，促进公平和繁荣的数字景观。

InclusivAI: Fostering Equitable AI Systems through Engaged, Educated CrowdsourcingInclusivAI is an ambitious project aiming to revolutionise the auditing of artificial intelligence (AI) systems by incorporating regular citizens in the process of identifying and rectifying biases. This innovative approach utilises an "educated crowd"-based system for AI bias auditing, rendering AI systems more inclusive, equitable, and beneficial for society at large.The project comprises five key components:1 - Interactive Workshops: InclusivAI will offer interactive film-based educational workshops to demystify AI and illuminate the issue of bias in AI systems for non-technical people. These workshops, available to both corporations and schools, will cultivate a broad understanding of AI and empower participants to make informed judgments on potential biases.2 - Bias Reporting Platform: After completing the workshop, participants can access a user-friendly tool to report instances of AI bias they encounter with accompanying evidence such as screenshots and URLs. Potentially, users will receive financial rewards similar to bug reporting bounties. This fosters constructive dialogue between users and companies, encouraging the resolution of bias-related challenges.3 - InclusivAI Kitemark: To display their commitment to addressing AI bias, companies can obtain a paid InclusivAI kitemark and link for their websites. This kitemark enables users to easily report biases directly from the InclusivAI site, potentially for a fee.4 - 30 Pilot Workshops: 30 Interactive Workshops will be held during the funded period of the project, focussed on students 18+ in the UK.5 - Inclusivator Cohort: Powered by the pilot workschops, InclusivAI will develop a cohort of trained UK users, known as "Inclusivators," many from marginalised communities, who are compensated by companies to confidentially test AI systems. Their diverse perspectives will aid in identifying biases that may otherwise remain undetected.InclusivAI's groundbreaking proposal takes bias detection beyond the confines of high-tech laboratories and brings it into the public sphere. This inclusive approach to bias detection will help ensure that AI systems are accountable to all UK citizens, not solely technical experts. InclusivAI has the potential to become an integral component of the UK's mission to establish an AI ecosystem that serves the needs of everyone, promoting an equitable and thriving digital landscape.