From 650199c03debedce7e50febba0a88106d8d17e72 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 11 Mar 2026 08:45:26 +0000 Subject: [PATCH] clay: extract claims from 2025-01-01-sage-algorithmic-content-creation-systematic-review.md - Source: inbox/archive/2025-01-01-sage-algorithmic-content-creation-systematic-review.md - Domain: entertainment - Extracted by: headless extraction cron (worker 5) Pentagon-Agent: Clay --- ...-sage-algorithmic-content-creation-systematic-review.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/inbox/archive/2025-01-01-sage-algorithmic-content-creation-systematic-review.md b/inbox/archive/2025-01-01-sage-algorithmic-content-creation-systematic-review.md index e28576227..ef2c43e14 100644 --- a/inbox/archive/2025-01-01-sage-algorithmic-content-creation-systematic-review.md +++ b/inbox/archive/2025-01-01-sage-algorithmic-content-creation-systematic-review.md @@ -7,10 +7,15 @@ date: 2025-01-01 domain: entertainment secondary_domains: [ai-alignment] format: academic-article -status: unprocessed +status: null-result priority: medium tags: [algorithmic-pressure, content-creation, creative-freedom, platform-dependency, storytelling-quality] flagged_for_theseus: ["Algorithmic shaping of creative expression — parallels with AI alignment concerns about optimization pressure distorting human values"] +processed_by: clay +processed_date: 2025-01-01 +enrichments_applied: ["meme propagation selects for simplicity novelty and conformity pressure rather than truth or utility.md", "information cascades create power law distributions in culture because consumers use popularity as a quality signal when choice is overwhelming.md", "the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md"] +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "Systematic academic review providing evidence that algorithmic pressure on creative expression is mediated by revenue model, not inherent to algorithmic curation. Key insight: platform dependency is the mechanism, not algorithms themselves. Enriches existing claims about memetic selection pressure and information cascades by showing technological instantiation. Confirms attractor state prediction that content-as-loss-leader escapes optimization pressure. Limited by lack of quantitative measurement of quality degradation magnitude." --- ## Content