Community discussions on Lobste.rs highlight a systemic lack of precision in AI nomenclature. Experts argue that terms like "intelligence" and "learning" are frequently misused in marketing. This linguistic drift obscures technical progress. Practitioners must prioritize rigorous definitions to avoid conceptual errors when evaluating new LLM architectures or research papers.