AI innovation refers to the application of artificial intelligence technologies to enhance and automate the innovation process, including idea generation, analysis, and decision-making. It leverages AI's capabilities in data analysis, machine learning, and deep learning to discover new ideas, accelerate the innovation pipeline, and drive high-impact innovation at scale[1][4][5].