“Researchers have developed a new AI capability called ViSA that can recover analytical solutions of physical fields by analyzing visual observations and converting them into executable symbolic expressions. This advancement could significantly accelerate scientific discovery by automating the translation of experimental data visualizations into mathematical models, bridging the gap between visual perception and symbolic reasoning in AI-assisted research.”