LongtermWiki Impact Model
longtermwiki-impactanalysisPath: /knowledge-base/models/longtermwiki-impact/
E507Entity ID (EID)
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
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"id": "longtermwiki-impact",
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"path": "/knowledge-base/models/longtermwiki-impact/",
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"title": "LongtermWiki Impact Model",
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"lastUpdated": "2026-03-13",
"dateCreated": "2026-02-20",
"llmSummary": "Fermi estimation of LongtermWiki value grounded in base rates. GiveWell shows 3% of donors choose based on effectiveness research; 80k Hours achieves ~107 significant plan changes/year; think tanks rarely demonstrate causal policy impact. Conservative central estimate: \\$100-500K/yr in effective value through researcher onboarding (primary), funder information improvement (secondary), with high-variance 'inspiration' pathway that's hard to quantify. Much lower than naive estimates due to: limited counterfactual impact of information on decisions, small target audience, and low probability of behavioral change.",
"description": "Fermi estimation of LongtermWiki's potential value, grounded in base rates from GiveWell, 80k Hours, think tanks, and knowledge infrastructure projects. Central estimate: \\$100-500K/yr effective value with high uncertainty.",
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"id": "capabilities-to-safety-pipeline",
"title": "Capabilities-to-Safety Pipeline Model",
"path": "/knowledge-base/models/capabilities-to-safety-pipeline/",
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"id": "longtermwiki-value-proposition",
"title": "LongtermWiki Value Proposition",
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"id": "bioweapons-timeline",
"title": "AI-Bioweapons Timeline Model",
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"title": "AI Risk Critical Uncertainties Model",
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"title": "Frontier Lab Cost Structure",
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}External Links
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