The AACR Industry Roundtable 2024 discussed AI's potential in predicting lung cancer with Sybil, a deep learning model. The event highlighted collaborations between biopharmaceutical companies, researchers, and patient advocates, focusing on early cancer detection and treatment. Discussions included AI's integration challenges, patient advocate impacts, and trial design strategies for early cancers.