Can generative AI bridge the gap? A quasi-experimental study of non-programmers with AI vs. programmers without AI

Esnaola, Leonardo Martín, Ramón, Hugo Dionisio, Lanzarini, Laura Cristina · Empirical Software Engineering · 2026