Model-Agnostic XAI Models: Benefits, Limitations and Research Directions

The ever increasing presence of Machine Learning (ML) algorithms and Artificial Intelligence (AI) agents in safety-critical and sensitive fields over the past few years has spurred massive amounts of research in Explainable Artificial Intelligence (XAI) techniques (models). This new frontier of AI research aims to resolve some of the fundamental...

The future work environment envisioned by Dutch employees: Reimagining the configuration of the future work environment and the role of the home-based work environment through the perspectives of Dutch employees in the post-covid era

On March 11, 2020, the COVID-19 pandemic was declared a global pandemic by the World Health Organization. The pandemic caused a sudden shift in the work environment, and quarantines and lockdowns in particular, brought about much change. Since changes in society affect employees’ preferences and needs regarding the future work environment,...

[Re] Start-up: Sluisbuurt [Re]start-up Hub

The focus of the graduation studio AMS MID CITY is creating future scenarios through architectural design with as a testing ground the city of Amsterdam in 2050. The posed problem I encountered during my research on work in the future and the city is that the pace of the revolution of works grows faster than ever. So individuals have been forced...