{"id":"amortization-argument","text":"EEM construction is expensive but amortizes. ~$300 Sonnet for 13,511 beliefs. Each query costs ~$0.01. Breakeven at 100-250 queries. After that, every query is cheaper than re-reading source documents from scratch.","truth_value":"IN","source":"repo:beliefs-pi/entries/2026/05/27/eem-construction-cost-estimate-enterprise-scale.md","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["construction-cost-measured","construction-vs-retrieval"],"outlist":[],"label":""},{"type":"SL","antecedents":["construction-cost-measured","construction-vs-retrieval","training-finetuning-cost-comparison"],"outlist":[],"label":""}],"dependents":[],"metadata":{"last_reviewed":"2026-05-30T07:02:40","review_result":"invalid"},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"amortization-argument","truth_value":"IN","reason":"SL justification valid","antecedents":["construction-cost-measured","construction-vs-retrieval"],"label":""},{"node":"construction-cost-measured","truth_value":"IN","reason":"premise"},{"node":"construction-vs-retrieval","truth_value":"IN","reason":"premise"}]}}