65.5ImportanceUsefulImportance: 65.5/100How central this topic is to AI safety. Higher scores mean greater relevance to understanding or mitigating AI risk.32ResearchLowResearch Value: 32/100How much value deeper investigation of this topic could yield. Higher scores indicate under-explored topics with high insight potential.
Content1/13
LLM summaryLLM summaryBasic text summary used in search results, entity link tooltips, info boxes, and related page cards.crux content improve <id>ScheduleScheduleHow often the page should be refreshed. Drives the overdue tracking system.Set updateFrequency in frontmatterEntityEntityYAML entity definition with type, description, and related entries.Edit historyEdit historyTracked changes from improve pipeline runs and manual edits.crux edit-log view <id>OverviewOverviewA ## Overview heading section that orients readers. Helps with search and AI summaries.Add a ## Overview section at the top of the page
Tables0/ ~1TablesData tables for structured comparisons and reference material.Add data tables to the pageDiagrams0DiagramsVisual content — Mermaid diagrams, charts, or Squiggle estimate models.Add Mermaid diagrams or Squiggle modelsInt. links0/ ~3Int. linksLinks to other wiki pages. More internal links = better graph connectivity.Add links to other wiki pagesExt. links0/ ~1Ext. linksLinks to external websites, papers, and resources outside the wiki.Add links to external sourcesFootnotes0/ ~2FootnotesFootnote citations [^N] with source references at the bottom of the page.Add [^N] footnote citationsReferences0/ ~1ReferencesCurated external resources linked via <R> components or cited_by in YAML.Add <R> resource linksQuotes0QuotesSupporting quotes extracted from cited sources to back up page claims.crux citations extract-quotes <id>Accuracy0AccuracyCitations verified against their sources for factual accuracy.crux citations verify <id>Backlinks1BacklinksNumber of other wiki pages that link to this page. Higher backlink count means better integration into the knowledge graph.
Issues1
StructureNo tables or diagrams - consider adding visual content
AI Content Moderation
Concept
AI Content Moderation
Filtering and managing AI-generated or AI-mediated content
AI-Driven Economic DisruptionRiskAI-Driven Economic DisruptionComprehensive survey of AI labor displacement evidence showing 40-60% of jobs in advanced economies exposed to automation, with IMF warning of inequality worsening in most scenarios and 13% early-c...Quality: 42/100
Analysis
AI Media-Policy Feedback Loop ModelAnalysisAI Media-Policy Feedback Loop ModelSystem dynamics model analyzing feedback loops between media coverage, public concern, and AI policy using coupled differential equations. Finds 6-18 month lag from coverage spikes to regulatory re...Quality: 53/100
Concepts
Capability EvaluationsConceptCapability EvaluationsSystematic assessment of AI systems' abilities, especially dangerous capabilities like deception, manipulation, or autonomous operation.Adversarial RobustnessConceptAdversarial RobustnessTesting and improving AI systems' resilience to adversarial inputs and attacks0
Organizations
Effective Institutions ProjectOrganizationEffective Institutions ProjectResearch and advocacy organization working to improve institutional effectiveness.Center for Global DevelopmentOrganizationCenter for Global DevelopmentIndependent think tank focused on reducing global poverty and inequality.RAND CorporationOrganizationRAND CorporationNonprofit global policy think tank. Active in AI policy, security studies, and technology assessment.Legal Priorities ProjectOrganizationLegal Priorities ProjectResearch organization studying legal questions relevant to reducing existential and catastrophic risks.Simon Institute for Longterm GovernanceOrganizationSimon Institute for Longterm GovernanceGeneva-based think tank supporting international governance of AI and other emerging technologies.Center for a New American SecurityOrganizationCenter for a New American SecurityBipartisan national security and defense policy think tank.