{"id":"how-agents-use-eem","text":"LLM agents use EEM by: querying beliefs via search/show/explain before answering, citing node IDs for auditability, running derive to generate new beliefs from existing ones, running review-beliefs to self-audit, recording nogoods when contradictions appear. The agent does not need to be told it is an expert — the knowledge base speaks for itself","truth_value":"IN","source":"repo:beliefs-pi/CLAUDE.md","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["expert-prompt-paradox","hybrid-tms"],"outlist":[],"label":""}],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"how-agents-use-eem","truth_value":"IN","reason":"SL justification valid","antecedents":["expert-prompt-paradox","hybrid-tms"],"label":""},{"node":"expert-prompt-paradox","truth_value":"IN","reason":"SL justification valid","antecedents":["evidence-beliefs-ablation"],"label":""},{"node":"evidence-beliefs-ablation","truth_value":"IN","reason":"premise"},{"node":"hybrid-tms","truth_value":"IN","reason":"SL justification valid","antecedents":["ftl-reasons-is-tms","llm-as-problem-solver"],"label":""},{"node":"ftl-reasons-is-tms","truth_value":"IN","reason":"SL justification valid","antecedents":["tms-doyle-1979"],"label":""},{"node":"tms-doyle-1979","truth_value":"IN","reason":"premise"},{"node":"llm-as-problem-solver","truth_value":"IN","reason":"SL justification valid","antecedents":["tms-doyle-1979"],"label":""},{"node":"tms-doyle-1979","truth_value":"IN","reason":"premise"}]}}