The most effective solution to enable the use of experimental data in AI is to apply machine-readable SOPs in automated experiments. In this way, standardized and complete data and metadata sets can be generated that can be shared after publication in repositories, as is already widely done in computational materials science and synthesis of complex molecules. The latter also requires the development of ontologies. We note that digital SOPs are an important preliminary step for enabling autonomous research by robots in the future. 7