Generative AI is flooding the web with synthetic content, threatening the factual integrity of Wikipedia. The platform now fights a losing battle against automated misinformation and scraping. This erosion of a trusted knowledge base complicates data sourcing for LLM developers. Practitioners must now verify training sets more rigorously to avoid recursive model collapse.