Recursive Discourse Collapse in AI Commentary: A Digital Ethnography of "AI Slop" Meta-Anxiety

This dataset contains a short-form digital ethnography and its associated visual evidence documenting a single YouTube comment: “AI talking abt AI slop, chat have we gone too far?” The artifact is analyzed as a high-density signal of recursive discourse collapse in late-stage AI commentary culture. The accompanying ethnographic note formalizes the comment using a multi-axis taxonomy (discourse mode, epistemic posture, affective signal, authority invocation, and semantic density) and situates it within broader platform-studies literature on observer fatigue, meta-anxiety, and epistemic abdication in algorithmic publics. The dataset includes: A structured ethnographic analysis document (Markdown / PDF) A contemporaneous screenshot of the YouTube comment in situ, preserving platform context No private data, automated scraping, or algorithmic inference was used. All materials were manually collected and analyzed in accordance with open digital ethnography best practices.