The EUMETNET Workshop on AI for Weather and Climate took place at the Royal Meteorological Institute in Brussels - my last opportunity to travel abroad in 2020. I presented our work on data-driven QC and probabilistic plausibility, and briefly mentioned other machine learning activities that are happening in the measurements and data department at MeteoSwiss.