In this work I propose my approach to research in Explainable Artificial Intelligence (XAI). I reaffirm the need to keep user experience and human-centered software design as North Stars of research. I propose a framework to produce contributions to this area, as well as offering several implications of this work that involve all the disciplines connected with research in XAI, from law to psychology, from software engineering to philosophy. Such implications include regulation, human percepti...
Nel corso degli ultimi anni l’Open Science come paradigma della scienza e approccio alla conoscenza si è fatto sempre più conoscere non solo in ambito accademico, ma anche tra la cittadinanza attiva attraverso numerose iniziative riconoscibili sotto il cappello della Citizen Science. Le politiche europee si pongono a favore dell’affermazione di questa tendenza. Esempi sono il finanziamento di iniziative per lo sviluppo di nuovi parametri per la valutazione della scienza; la creazione di infra...
Welcome to the eighth edition of the AI Index report. The 2025 Index is ourmost comprehensive to date and arrives at an important moment, as AI'sinfluence across society, the economy, and global governance continues tointensify. New in this year's report are in-depth analyses of the evolvinglandscape of AI hardware, novel estimates of inference costs, and new analysesof AI publication and patenting trends. We also introduce fresh data oncorporate adoption of responsible AI practices, along wi...
This study examines the strategic role of cybersecurity based on survey data from 1,083 managers across Europe, the UK, and the United States. The findings indicate growing recognition of cybersecurity as a source of competitive advantage, although firms continue to face barriers such as limited resources, talent shortages, and cultural resistance. Larger and high-tech firms tend to adopt more proactive strategies, while SMEs and low-tech sectors display greater variability. Key managerial te...