Wikipedia Signs of AI writing: a Vale ruleset (ammil.industries)

Wikipedia has introduced a dedicated "Signs of AI Writing" page to document identifiable markers and artifacts that indicate AI involvement in edits, enhancing the platform's integrity against potential AI-generated misinformation. This initiative is especially timely, given the rapid proliferation of large language models (LLMs) that, while beneficial for productive contributions, pose risks of diluting the quality of content if left unchecked. The page serves as a robust resource for Wikipedia editors, cataloging various tells such as glitches unique to AI output and specific language patterns commonly associated with AI-generated text. In a pioneering move, a new ruleset has been developed for use with the Vale.sh library, a tool traditionally aimed at improving prose quality. This ruleset identifies AI-related characteristics and is categorized into three tiers: errors, warnings, and suggestions, allowing writers to adapt their style to avoid AI "smells." Unlike many existing AI detection tools that operate opaquely, this Vale ruleset is transparent and collaborative, promoting ongoing refinement as AI language evolves. By providing an accessible development framework on GitHub, the initiative encourages adaptability and community engagement, envisioning a future where understanding AI-generated content becomes essential for maintaining writing quality across various platforms.