The increasing use of AI in industry and society not only expects but demands that we build human-centred competencies into our AI education programmes. The computing education community needs to adapt, and while the adoption of standalone ethics modules into AI programmes or the inclusion of ethical content into traditional applied AI modules is progressing, it is not enough. To foster student competencies to create AI innovations that respect and support the protection of individual rights and society, a novel ground-up approach is needed. This panel presents on one such approach, the development of a Human-Centred AI Masters (HCAIM) as well as the insights and lessons learned from the process. In particular, we discuss the design decisions that have led to the multi-institutional master’s programme. Moreover, this panel allows for discussion on pedagogical and methodological approaches, content knowledge areas and the delivery of such a novel programme, along with challenges faced, to inform and learn from other educators that are considering developing such programmes.
Anthropocentrism is the belief that value is human-centered and that all other beings are means to human ends. The Oxford English Dictionary defines anthropocentrism as “regarding humankind as the central or most important element of existence”. Anthropocentrism focuses on humanistic values as opposed to values found in non-human beings or ecosystems. With the popularization of the concept of ecosystem services, the idea of protecting the environment for the sake of human welfare is reflected in the SDGs. Within the SDGs, the instrumental use of the environment for the sake of alleviating poverty, combatting climate change, and addressing a range of other social and economic issues is promoted. Since the conception of the SDGs, there has been a discussion about anthropocentrism in ‘sustainable development’ (e.g., Kopnina 2016a and 2017, Strang 2017, Adelman 2018; Kotzé and French 2018) and how the SDGs can be antithetical to effective responses to sustainability challenges. The SDGs’ accent on economic growth and social equality as well as environmental protection actually result in ethical as well as practical paradoxes. While central to the SDG’s is ‘sustained and inclusive economic growth’ (UN 2015), the prioritization is on the economy, NOT the planet that nurtures both social and economic systems. Anthropocentrism, in this case, refers to the exclusive focus on short-term human benefits, whereas biodiversity loss is not considered a great moral wrong (Cafaro and Primack 2014). The three overarching anthropocentric SDG goals, economic growth, resilience, and inclusion, will be critically examined below and ways forward will be proposed. https://www.springer.com/gp/book/9783319959801 LinkedIn: https://www.linkedin.com/in/helenkopnina/
MULTIFILE
Anthropocentrism is the belief that value is human-centered and that all other beings are means to human ends. The Oxford English Dictionary defines anthropocentrism as “regarding humankind as the central or most important element of existence”. Anthropocentrism focuses on humanistic values as opposed to values found in non-human beings or ecosystems. With the popularization of the concept of ecosystem services, the idea of protecting the environment for the sake of human welfare is reflected in the SDGs. Within the SDGs, the instrumental use of the environment for the sake of alleviating poverty, combatting climate change, and addressing a range of other social and economic issues is promoted. Since the conception of the SDGs, there has been a discussion about anthropocentrism in ‘sustainable development’ (e.g., Kopnina 2016a and 2017, Strang 2017, Adelman 2018; Kotzé and French 2018) and how the SDGs can be antithetical to effective responses to sustainability challenges. The SDGs’ accent on economic growth and social equality as well as environmental protection actually result in ethical as well as practical paradoxes. While central to the SDG’s is ‘sustained and inclusive economic growth’ (UN 2015), the prioritization is on the economy, NOT the planet that nurtures both social and economic systems. Anthropocentrism, in this case, refers to the exclusive focus on short-term human benefits, whereas biodiversity loss is not considered a great moral wrong (Cafaro and Primack 2014). The three overarching anthropocentric SDG goals, economic growth, resilience, and inclusion, will be critically examined below and ways forward will be proposed. “This is a post-peer-review, pre-copyedit version of an article published in 'Encyclopedia of the UN Sustainable Development Goals. Life on Land'. The final authenticated version is available online at: https://doi.org/10.1007/978-3-319-71065-5_105-1 LinkedIn: https://www.linkedin.com/in/helenkopnina/
MULTIFILE
This project addresses the fundamental societal problem that encryption as a technique is available since decades, but has never been widely adopted, mostly because it is too difficult or cumbersome to use for the public at large. PGP illustrates this point well: it is difficult to set-up and use, mainly because of challenges in cryptographic key management. At the same time, the need for encryption has only been growing over the years, and has become an urgent problem with stringent requirements – for instance for electronic communication between doctors and patients – in the General Data Protection Regulation (GDPR) and with systematic mass surveillance activities of internationally operating intelligence agencies. The interdisciplinary project "Encryption for all" addresses this fundamental problem via a combination of cryptographic design and user experience design. On the cryptographic side it develops identity-based and attribute-based encryption on top of the attribute-based infrastructure provided by the existing IRMA-identity platform. Identity-based encryption (IBE) is a scientifically well-established technique, which addresses the key management problem in an elegant manner, but IBE has found limited application so far. In this project it will be developed to a practically usable level, exploiting the existing IRMA platform for identification and retrieval of private keys. Attribute-based encryption (ABE) has not reached the same level of maturity yet as IBE, and will be a topic of further research in this project, since it opens up attractive new applications: like a teacher encrypting for her students only, or a company encrypting for all employees with a certain role in the company. On the user experience design side, efforts will be focused on making these encryption techniques really usable (i.e., easy to use, effective, efficient, error resistant) for everyone (e.g., also for people with disabilities or limited digital skills). To do so, an iterative, human-centred and inclusive design approach will be adopted. On a fundamental level, scientific questions will be addressed, such as how to promote the use of security and privacy-enhancing technologies through design, and whether and how usability and accessibility affect the acceptance and use of encryption tools. Here, theories of nudging and boosting and the unified theory of technology acceptance and use (known as UTAUT) will serve as a theoretical basis. On a more applied level, standards like ISO 9241-11 on usability and ISO 9241-220 on the human-centred design process will serve as a guideline. Amongst others, interface designs will be developed and focus groups, participatory design sessions, expert reviews and usability evaluations with potential users of various ages and backgrounds will be conducted, in a user experience and observation laboratory available at HAN University of Applied Sciences. In addition to meeting usability goals, ensuring that the developed encryption techniques also meet national and international accessibility standards will be a particular point of focus. With respect to usability and accessibility, the project will build on the (limited) usability design experiences with the mobile IRMA application.
