A PLOS study found digital and AI health resources lack reliability for adults with cancer who care for children. Most tools ignore the specific intersection of patient illness and caregiving duties. These gaps leave high-risk users with inaccurate or generic information. Researchers must now prioritize family-centered design to improve clinical utility for these patients.