Categories › Wildcards › Unusual, one-of-a-kind tools
Screen an ML research paper (as reviewer, AC, or co-author) for evidence that it was produced by AI without a responsible human author — unsteered research (failed method pivoted into an "audit" paper, theoryslop, toy scale with grand claims, phantom experiments, text–table mismatches), unchecked artifacts (hallucinated references, chatbot residue, watermarks), and unpolished AI-led writing (em-dash floods, defensive writing, coined terms, performative honesty). Produces an evidence-cited grade
Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.