Names Can Hurt: Spotting Slopsquatting Risks Caused by Package Name Hallucinations in Local Coding LLMs
A two layer detector to counter'slopsquatting of Python package names, with findings that hallucination rate scales almost linearly with prompt adversariality, and when primary and fallback share a model family, approximately 84% of primary failures recur on the fallback, motivating cross family pairing.