Setting SAIL: Leveraging Scientist-AI-Loops for Rigorous Visualization Tools. - Nico Schuster; Andrés N. Salcedo; Simon Bouchard; Dennis Frei; Alice Pisani; Julián Bautista; Julien Zoubian; Stephanie Escoffier; Wei Liu; Georgios Valogiannis; Pauline Zarrouk (CoRR, 2026)