Cutting-edge studies expose vulnerabilities in AI chatbots' medical information accuracy, underscoring the urgency for improved safeguards in healthcare applications. Complementing this, novel genomic variant benchmarks from large pedigrees enhance AI-driven variant detection, facilitating breakthroughs in genomic medicine. These innovations highlight both the potential and challenges of integrating artificial intelligence into clinical and research genomics.