Recent breakthroughs demonstrate AI-driven single-cell analysis via an AI-powered parallel microdevice facilitating high-throughput biomolecule delivery, alongside hypersonic levitation and spinning for contactless tissue dissociation. These advances enable rapid, precise cellular manipulations critical to drug discovery and diagnostics. Additionally, machine learning models improve lung lesion bronchoscopy diagnostic accuracy, and AI models derived from imaging enhance prediction capabilities, marking significant strides in biomedical data analytics and precision medicine.