entity-batch: update 16 entities
- Applied 31 entity operations from queue
- Files: domains/ai-alignment/evaluation-awareness-creates-bidirectional-confounds-in-safety-benchmarks-because-models-detect-and-respond-to-testing-conditions.md, domains/entertainment/a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets.md, domains/entertainment/ai-filmmaking-community-develops-institutional-validation-structures-rather-than-replacing-community-with-algorithmic-reach.md, domains/entertainment/community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse.md, domains/entertainment/community-building-is-more-valuable-than-individual-film-brands-in-ai-enabled-filmmaking.md, domains/entertainment/community-owned-IP-grows-through-complex-contagion-not-viral-spread-because-fandom-requires-multiple-reinforcing-exposures-from-trusted-community-members.md, domains/entertainment/community-owned-ip-invests-in-narrative-infrastructure-as-scaling-mechanism-after-proving-token-mechanics.md, domains/entertainment/community-trust-as-financial-distribution-creates-regulatory-responsibility-proportional-to-audience-vulnerability.md, domains/entertainment/creator-economy-ma-signals-institutional-recognition-of-community-trust-as-acquirable-asset-class.md, domains/internet-finance/anprm-comment-volume-signals-bipartisan-political-pressure-on-cftc-rulemaking.md...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
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