Innovative research in stem cell-derived models and neurotechnology advances understanding and treatment of neurological disorders. Johns Hopkins University demonstrated AI-enabled detection of electrophysiological disease signatures in schizophrenia and bipolar disorder organoids, improving diagnostic accuracy. Separately, novel 3D soft microbump electrodes engineered for elastic brain interaction promise enhanced neural interfacing for therapeutic applications, signaling progress in precision neuroscience and brain-machine interface technologies.