extract: shapiro-power-laws-culture
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Teleo Agents
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{
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"rejected_claims": [
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{
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"filename": "information-cascades-create-power-law-distributions-in-culture-because-consumers-use-popularity-as-quality-signal-when-choice-is-overwhelming.md",
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"issues": [
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"missing_attribution_extractor"
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]
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"filename": "recommendation-algorithms-amplify-or-dampen-power-laws-depending-on-collaborative-filtering-weight-because-algorithms-that-surface-popular-content-reinforce-network-cascades.md",
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"issues": [
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"missing_attribution_extractor"
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]
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},
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{
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"filename": "the-middle-of-cultural-markets-is-disappearing-because-power-law-amplification-concentrates-returns-at-the-head-and-tail-simultaneously.md",
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"issues": [
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"missing_attribution_extractor"
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]
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}
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],
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"validation_stats": {
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"total": 3,
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"kept": 0,
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"fixed": 7,
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"rejected": 3,
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"fixes_applied": [
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"information-cascades-create-power-law-distributions-in-culture-because-consumers-use-popularity-as-quality-signal-when-choice-is-overwhelming.md:set_created:2026-03-19",
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"information-cascades-create-power-law-distributions-in-culture-because-consumers-use-popularity-as-quality-signal-when-choice-is-overwhelming.md:stripped_wiki_link:meme-propagation-selects-for-simplicity-novelty-and-conformi",
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"information-cascades-create-power-law-distributions-in-culture-because-consumers-use-popularity-as-quality-signal-when-choice-is-overwhelming.md:stripped_wiki_link:network-effects-create-winner-take-most-markets-because-each",
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"recommendation-algorithms-amplify-or-dampen-power-laws-depending-on-collaborative-filtering-weight-because-algorithms-that-surface-popular-content-reinforce-network-cascades.md:set_created:2026-03-19",
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"recommendation-algorithms-amplify-or-dampen-power-laws-depending-on-collaborative-filtering-weight-because-algorithms-that-surface-popular-content-reinforce-network-cascades.md:stripped_wiki_link:agents-that-raise-capital-via-futarchy-accelerate-their-own-",
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"the-middle-of-cultural-markets-is-disappearing-because-power-law-amplification-concentrates-returns-at-the-head-and-tail-simultaneously.md:set_created:2026-03-19",
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"the-middle-of-cultural-markets-is-disappearing-because-power-law-amplification-concentrates-returns-at-the-head-and-tail-simultaneously.md:stripped_wiki_link:disruptors-redefine-quality-rather-than-competing-on-the-inc"
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],
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"rejections": [
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"information-cascades-create-power-law-distributions-in-culture-because-consumers-use-popularity-as-quality-signal-when-choice-is-overwhelming.md:missing_attribution_extractor",
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"recommendation-algorithms-amplify-or-dampen-power-laws-depending-on-collaborative-filtering-weight-because-algorithms-that-surface-popular-content-reinforce-network-cascades.md:missing_attribution_extractor",
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"the-middle-of-cultural-markets-is-disappearing-because-power-law-amplification-concentrates-returns-at-the-head-and-tail-simultaneously.md:missing_attribution_extractor"
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]
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},
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"model": "anthropic/claude-sonnet-4.5",
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"date": "2026-03-19"
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}
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@ -7,9 +7,13 @@ date_published: "2023-03-01"
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date_archived: "2025-04-23"
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date_archived: "2025-04-23"
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archived_by: "clay"
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archived_by: "clay"
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domain: "entertainment"
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domain: "entertainment"
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status: unprocessed
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status: null-result
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claims_extracted:
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claims_extracted:
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- "information cascades create power law distributions in culture because consumers use popularity as a quality signal when choice is overwhelming"
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- "information cascades create power law distributions in culture because consumers use popularity as a quality signal when choice is overwhelming"
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processed_by: leo
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processed_date: 2026-03-19
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "LLM returned 3 claims, 3 rejected by validator"
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---
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---
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# 4/23/25, 6:53 PM Power Laws in Culture - The Mediator by Doug Shapiro
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# 4/23/25, 6:53 PM Power Laws in Culture - The Mediator by Doug Shapiro
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@ -855,3 +859,17 @@ Subscribe
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https://archive.ph/0cYxS
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https://archive.ph/0cYxS
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## 20/20
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## 20/20
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## Key Facts
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- Spotify has over 80 million tracks with 100,000 new songs uploaded daily as of 2023
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- Top Gun Maverick generated over $700 million domestic box office in 2022
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- Bad Bunny had 18.5 billion Spotify streams in 2022
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- 142 million households watched Squid Game Season 1 in first 28 days per Netflix
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- Patreon has 250,000+ creators and 13 million patrons
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- Netflix reports 80% of watch time comes from recommendations, 20% from direct search
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- Spotify reports 1/3 of new music discovery occurs through algorithmic recommendation
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- Major labels (Universal, Sony, Warner) plus Merlin represented 87% of Spotify streams in 2017, declining to 77% by 2021
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- In Salganik/Dodds/Watts experiment, 14,000 subjects rated 48 unknown songs across 9 groups (1 independent, 8 social influence)
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- Box office distribution slope became increasingly negative (more extreme) from 2000 to 2022
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- Netflix top 10% of originals represented 95%, 85%, and 75% of global demand in 2018, 2020, and 2022 respectively during period of massive international expansion
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