Human capability cultivation has been neglected in educational and professional contexts in the previous decades. The focus has clearly been on tasks and efficiency, on planning, scaling, and then executing according to plan. Professionals, students and pupils have become used to getting clear directions, simplified instructions and exact predictions and managers have continually looked for measurable output. Unrealistic goals imposed on students and workforce have increasingly led to frustration, drop-out and even burnout. Digitalization has added to this development. Cutting out all redundancy from our lives has prevented us from staying open to surprise, exploring unkown territory and embracing difference and diversity, whereby diversity does not only refer to color, race and sexual orientation but to different opinions and perspectives. As we live in a complex world and face increasingly complex challenges, however, we need to train these human capabilities, also referred to as 21st century skills. The current paper aims to introduce an educational approach that fosters human capability cultivation. Practice examples shall demonstrate how the 2CG® Poetry Machine, a disruptive educational model that combines artistic impulses with collaborative and social learning processes in communities of practice, enables learners across disciplines, cultures and hierarchies to practice their human skills, leave their mental models and tap into their full creative potential. The multi-method approach has been applied in in-person, online, live virtual and hybrid settings over the past 15 years. Evaluation has mostly been based on qualitative data collected through observation, customer surveys, peer feedback and expert opinion and analyzed by means of a customized value creation framework.Keywords2CG® Poetry MachineHuman Capability Cultivation21st Century SkillsCommunity of PracticePeer ExchangeTransdisciplinary LearningHyper-curriculum