AI has transformed public knowledge access, but tools like Google Search and ChatGPT are unsuitable for confidential data due to privacy risks, as highlighted by incidents like Samsung's data leak. A solution lies in AI-powered private knowledge management systems, where organizations use open-source tools to create secure, local AI chatbots that enhance data analysis while ensuring privacy, offering a promising future for corporate knowledge management.