{"results":[{"id":"eem-vs-rag","text":"RAG is external semantic memory but not epistemic. It retrieves content by similarity but has no justification chains, truth values, retraction cascades, or contradiction tracking. EEM adds the epistemic layer that RAG lacks","truth_value":"IN","justification_count":1,"dependent_count":0,"challenges":[],"last_reviewed":"2026-05-30T07:02:40","review_result":"pass","source_type":""},{"id":"site-lacks-author-attribution","text":"llmeem.ai has no author, affiliation, or credentials listed anywhere on the site. Visitors cannot determine who ran the experiments or what their qualifications are.","truth_value":"IN","justification_count":0,"dependent_count":0,"challenges":[],"last_reviewed":null,"review_result":null,"source_type":""},{"id":"site-lacks-methodology-links","text":"llmeem.ai presents headline numbers (98.5% A/B across 3,853 questions, 88% vs 33% expert-vs-baseline, confidence r-values) without links to methodology, question sets, scoring rubrics, or raw result data. The numbers appear as unverified marketing claims.","truth_value":"IN","justification_count":0,"dependent_count":0,"challenges":[],"last_reviewed":null,"review_result":null,"source_type":""},{"id":"site-lacks-model-versions","text":"llmeem.ai does not specify which model versions (Sonnet, Opus, Haiku version numbers) or dates experiments were run against. Model version matters significantly for reproducibility.","truth_value":"IN","justification_count":0,"dependent_count":0,"challenges":[],"last_reviewed":null,"review_result":null,"source_type":""}],"count":4,"limit":20,"offset":0}