AI Value Learning
Research Area
Value Learning
Training AI systems to infer and adopt human values from observation and interaction
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Edited 8 weeks ago7 words2 backlinks
59QualityAdequate •Quality: 59/100LLM-assigned rating of overall page quality, considering depth, accuracy, and completeness.Structure suggests 1372.5ImportanceHighImportance: 72.5/100How central this topic is to AI safety. Higher scores mean greater relevance to understanding or mitigating AI risk.25.5ResearchMinimalResearch Value: 25.5/100How much value deeper investigation of this topic could yield. Higher scores indicate under-explored topics with high insight potential.
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SummarySummaryBasic 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>RatingsN:4 R:7 A:4.5 C:7.5RatingsSub-quality ratings: Novelty, Rigor, Actionability, Completeness (0-10 scale).Backlinks2BacklinksNumber of other wiki pages that link to this page. Higher backlink count means better integration into the knowledge graph.
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QualityRated 59 but structure suggests 13 (overrated by 46 points)
StructureNo tables or diagrams - consider adding visual content
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