FRAMEWORK

AI & Scholarly Discovery Statement

United Frontiers Publisher (UFP) is committed to supporting responsible AI-enabled scholarly discovery. Through the use of open publishing standards, persistent digital identifiers (DOIs), and structured metadata, we enhance the discoverability, interoperability, and long-term preservation of published research across scholarly search engines, indexing services, and digital repositories. UFP advocates the ethical, transparent, and responsible use of artificial intelligence to improve access to scholarly knowledge while upholding the integrity, reliability, and trustworthiness of the academic record.