论文标题

合理的机器:研究宣言

Reasonable Machines: A Research Manifesto

论文作者

Benzmüller, Christoph, Lomfeld, Bertram

论文摘要

未来的智能自治系统(IAS)不可避免地决定道德和法律问题,例如在自动驾驶汽车,医疗保健或人机合作中。由于隐藏了大多数现代符号符号IAS的决策过程,因此对透明,问责制和治理的简单政治请求不足。一个合理的信任生态系统需要IAS自主为自己的行为合理的方法,即学习决策的捐赠和理由。在道德心理学和法律哲学中的社会推理模型的基础上,>>合理的机器<<需要新颖的,混合推理工具,伦理 - 法律本体论和相关的论证技术。使机器能够使机器能够建立信任,并打开AI应用和人机相互作用的新维度。 关键词:trusthworthy and aupply AI,伦理学的州长,社会推理模型,多元化和表达的规范性推理

Future intelligent autonomous systems (IAS) are inevitably deciding on moral and legal questions, e.g. in self-driving cars, health care or human-machine collaboration. As decision processes in most modern sub-symbolic IAS are hidden, the simple political plea for transparency, accountability and governance falls short. A sound ecosystem of trust requires ways for IAS to autonomously justify their actions, that is, to learn giving and taking reasons for their decisions. Building on social reasoning models in moral psychology and legal philosophy such an idea of >>Reasonable Machines<< requires novel, hybrid reasoning tools, ethico-legal ontologies and associated argumentation technology. Enabling machines to normative communication creates trust and opens new dimensions of AI application and human-machine interaction. Keywords: Trusthworthy and Explainable AI, Ethico-Legal Governors, Social Reasoning Model, Pluralistic and Expressive Normative Reasoning

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源