Human-centered Trustworthiness Optimisation in Hybrid Decision Support (THEMIS 5.0)

THEMIS 5.0吸引了来自不同学科的研究人员和从业人员，以确保人工智能驱动的混合决策支持是值得信赖的，并根据特定的人类用户需求和道德价值观进行，并坚持嵌入社会技术环境的关键成功指标。它实现了一个人工智能驱动的、以人为中心的可信度优化生态系统，用户可以使用它来实现公平、透明和问责制。在THEMIS 5.0中，使用人工智能驱动的风险评估方法确定人工智能系统的可信度漏洞，该方法有效地将《可信赖人工智能法案》和相关标准中给出的指示转化为技术实施。在基于风险管理的可信度评估中，THEMIS 5.0将在考虑人的角度以及更广泛的社会技术系统角度方面进行创新。创新的人工智能驱动的对话代理将有效地使人类参与智能对话，从而推动持续的可信度改进周期的执行。THEMIS 5.0采用欧洲以人为中心的方法来设计、开发、部署和运行THEMIS 5.0生态系统，在这方面，THEMIS 5.0将基于强大的共同创造过程实现其人工智能驱动的生态系统。THEMIS 5.0将使用3个定义良好的用例来试点和评估以人为中心的生态系统，每个用例都针对特定的高优先级和关键应用和工业部门。THEMIS 5.0解决方案通过释放人类评估人工智能解决方案的可信度并就如何改进人工智能系统提供反馈的能力，增强并加速了向更可信的人工智能支持服务的转变。用户现在可以更好地挑战人工智能系统，找出任何偏见或问题，嵌入自己的价值观和规范，并向人工智能开发人员和提供商提供反馈以进行改进。

THEMIS 5.0 draws researchers and practitioners from diverse disciplines in order to secure that AI-driven hybrid decision support is trustworthy and takes place in accordance with the particular human user needs and moral values as well as adhere with the key success indicators of the embedding socio-technical environment. It implements an AI-driven, human-centered Trustworthiness Optimisation Ecosystem that users can use to achieve fairness, transparency, and accountability. In THEMIS 5.0, the trustworthiness vulnerabilities of the AI-systems are determined using an AI-driven risk assessment approach, which, effectively, translates the directions given in the Trustworthy AI Act and relevant standards into technical implementations. THEMIS 5.0 will innovate in its consideration of the human perspective as well as the wider socio-technical systems’ perspective in the risk management-based trustworthiness evaluation. An innovative AI-driven conversational agent will productively engage humans in intelligent dialogues capable of driving the execution of continuous trustworthiness improvement cycles. THEMIS 5.0 adopts the European human-centric approach to the design, development, deployment and operation of the THEMIS 5.0 ecosystem and, in this respect, THEMIS 5.0 will base the implementation of its AI-driven ecosystem on strong co-creation processes. THEMIS 5.0 will pilot and evaluate the humancentric ecosystem using 3 well-defined use cases, each addressing a specific high priority and critical application and industrial sectors. The THEMIS 5.0 solution enhances and accelerates the shift towards more trusted AI-enabled services by unlocking the power of humans to evaluate the trustworthiness of AI solutions and provide feedback on how to improve the AI systems. Users can now better challenge AI systems, pinpoint any biases or problems, embed their own values and norms, and provide feedback to AI developers and providers for improvement.