NVIDIA is accelerating glass substrate development with suppliers like BOE, Samsung Electro Mechanics, and LG Innotek, potentially bringing adoption before 2028. Glass substrates offer improved thermal performance and density for AI chips, representing the next major capital expenditure battleground after advanced packaging competition.