The global COVID-19 pandemic caused by the SARS-CoV-2 virus has led to a plethora of information published in the media. Conceived as a socioscientific issue of great relevance currently, this article highlight the educational potential of some media news about the pandemic to reflect and learn about the nature of science (NOS). To this end, a theoretical foundation is first presented regarding the reading of science news published in the media as an educational resource to learn about NOS. Secondly, a proposal is presented on how this might be addressed in the science classroom. The proposal is illustrated by four news items, intentionally selected as examples, which have been published in the Spanish digital press. The aspects of NOS that are discussed in the context of the news items selected are: tentativeness of scientific knowledge, role of error in scientific research, role of debate in the development of science, importance of models and modelling in scientific research, and ethics in science.