Research assessment practices that largely rely on publication-driven assessments of research(ers) are slowly running out of steam. A remnant of a science system that is largely inward-focused and output-oriented, these assessments paint a rather monochrome picture of science that is not fit for today’s developments that reconfigure the relationship between science and society.