This study provides a comprehensive analysis of the AI-related skills and roles needed to bridge the AI skills gap in Europe. Using a mixed-method research approach, this study investigated the most in-demand AI expertise areas and roles by surveying 409 organizations in Europe, analyzing 2,563 AI-related job advertisements, and conducting 24 focus group sessions with 145 industry and policy experts. The findings underscore the importance of both general technical skills in AI related to big data, machine learning and deep learning, cyber and data security, large language models as well as AI soft skills such as problemsolving and effective communication. This study sets the foundation for future research directions, emphasizing the importance of upskilling initiatives and the evolving nature of AI skills demand, contributing to an EU-wide strategy for future AI skills development.
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.
This white paper is the result of a research project by Hogeschool Utrecht, Floryn, Researchable, and De Volksbank in the period November 2021-November 2022. The research project was a KIEM project1 granted by the Taskforce for Applied Research SIA. The goal of the research project was to identify the aspects that play a role in the implementation of the explainability of artificial intelligence (AI) systems in the Dutch financial sector. In this white paper, we present a checklist of the aspects that we derived from this research. The checklist contains checkpoints and related questions that need consideration to make explainability-related choices in different stages of the AI lifecycle. The goal of the checklist is to give designers and developers of AI systems a tool to ensure the AI system will give proper and meaningful explanations to each stakeholder.
MUSE supports the CIVITAS Community to increase its impact on urban mobility policy making and advance it to a higher level of knowledge, exchange, and sustainability.As the current Coordination and Support Action for the CIVITAS Initiative, MUSE primarily engages in support activities to boost the impact of CIVITAS Community activities on sustainable urban mobility policy. Its main objectives are to:- Act as a destination for knowledge developed by the CIVITAS Community over the past twenty years.- Expand and strengthen relationships between cities and stakeholders at all levels.- Support the enrichment of the wider urban mobility community by providing learning opportunities.Through these goals, the CIVITAS Initiative strives to support the mobility and transport goals of the European Commission, and in turn those in the European Green Deal.Breda University of Applied Sciences is the task leader of Task 7.3: Exploitation of the Mobility Educational Network and Task 7.4: Mobility Powered by Youth Facilitation.
Designing cities that are socially sustainable has been a significant challenge until today. Lately, European Commission’s research agenda of Industy 5.0 has prioritised a sustainable, human-centric and resilient development over merely pursuing efficiency and productivity in societal transitions. The focus has been on searching for sustainable solutions to societal challenges, engaging part of the design industry. In architecture and urban design, whose common goal is to create a condition for human life, much effort was put into elevating the engineering process of physical space, making it more efficient. However, the natural process of social evolution has not been given priority in urban and architectural research on sustainable design. STEPS stems from the common interest of the project partners in accessible, diverse, and progressive public spaces, which is vital to socially sustainable urban development. The primary challenge lies in how to synthesise the standardised sustainable design techniques with unique social values of public space, propelling a transition from technical sustainability to social sustainability. Although a large number of social-oriented studies in urban design have been published in the academic domain, principles and guidelines that can be applied to practice are large missing. How can we generate operative principles guiding public space analysis and design to explore and achieve the social condition of sustainability, developing transferable ways of utilising research knowledge in design? STEPS will develop a design catalogue with operative principles guiding public space analysis and design. This will help designers apply cross-domain knowledge of social sustainability in practice.
De 2SHIFT SPRONG-groep is een samenwerkingsverband van HAN University of Applied Sciences en Fontys Hogescholen. Onze ambitie is het vergroten van eerlijke kansen op gezond leven. Dit doen we door het vormgeven en versterken van gemeenschappen als fundament voor het creëren van eerlijke kansen op gezond leven. Vanuit deze gemeenschappen wordt in co-creatie gewerkt aan structuur (i.e. systeem), sociale en technologische innovaties. Deze ambitie sluit aan bij de centrale missie KIA Gezondheid en Zorg om bij te dragen aan goede gezondheid en het verkleinen van sociaaleconomische gezondheidsverschillen. Ook draagt het bij aan deelmissie 1. het voorkomen van ziekte, waarbij wij uitgaan van het concept Positieve Gezondheid en Leefomgeving. Én het zorgt voor het verplaatsen van ondersteuning en zorg naar de leefomgeving (deelmissie 2), doordat gemeenschappen hiervoor een stevig fundament vormen. De gemeenschap is geoperationaliseerd als een samenwerking tussen inwonersinitiatieven (i.e. informele actoren) én professionals vanuit wonen, welzijn, zorg en gemeenten (i.e. formele actoren) die bestuurlijk en beleidsmatig worden ondersteund. Toenemend wordt een belangrijke rol en meer verantwoordelijkheid toebedeeld aan inwoners en wordt de noodzaak van sectoroverstijgende, inclusieve samenwerking tussen deze actoren in lokale fieldlabs benadrukt. 2SHIFT start daarom in vier fieldlabs: twee dorpen en twee wijken in (midden-)stedelijke gebieden, waar in vergelijking met groot-stedelijk gebied (zoals Amsterdam, Rotterdam, Den Haag en Utrecht) andere dynamieken en mechanismen een rol spelen bij het creëren van eerlijke kansen op een gezond leven. Om impact in onderwijs en praktijk te realiseren werken we nauw samen met studenten, docenten én met inwoners, professionals, bestuurders en beleidsmakers uit wonen, welzijn, zorg en gemeenten én landelijke kennispartners (“quadruple helix”). 2SHIFT brengt transdisciplinaire expertise én verschillende onderzoeksparadigma’s samen in een Learning Community (LC), waarin bestaande kennis en nieuwe kennis wordt samengebracht en ontwikkeld. Over 8 jaar is 2SHIFT een (inter)nationaal erkende onderzoeksgroep die het verschil maakt.
