AI Value Learning
value-learningresearch-areaPath: /knowledge-base/responses/value-learning/
E368Entity ID (EID)
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
"id": "value-learning",
"wikiId": "E368",
"path": "/knowledge-base/responses/value-learning/",
"filePath": "knowledge-base/responses/value-learning.mdx",
"title": "AI Value Learning",
"quality": 59,
"readerImportance": 72.5,
"researchImportance": 25.5,
"tacticalValue": 58,
"contentFormat": "article",
"causalLevel": null,
"lastUpdated": "2026-02-09",
"dateCreated": "2026-02-20",
"summary": null,
"description": "Training AI systems to infer and adopt human values from observation and interaction",
"ratings": {
"focus": 8.5,
"novelty": 4,
"rigor": 7,
"completeness": 7.5,
"concreteness": 6.5,
"actionability": 4.5,
"objectivity": 7
},
"category": "responses",
"subcategory": "alignment-theoretical",
"clusters": [
"ai-safety"
],
"metrics": {
"wordCount": 7,
"tableCount": 0,
"diagramCount": 0,
"internalLinks": 0,
"externalLinks": 0,
"footnoteCount": 0,
"bulletRatio": 0,
"sectionCount": 0,
"hasOverview": false,
"structuralScore": 2
},
"suggestedQuality": 13,
"updateFrequency": null,
"evergreen": true,
"wordCount": 7,
"unconvertedLinks": [],
"unconvertedLinkCount": 0,
"convertedLinkCount": 0,
"backlinkCount": 2,
"hallucinationRisk": {
"level": "low",
"score": 15,
"factors": [
"high-rigor",
"minimal-content"
]
},
"entityType": "research-area",
"redundancy": {
"maxSimilarity": 0,
"similarPages": []
},
"coverage": {
"passing": 1,
"total": 13,
"targets": {
"tables": 1,
"diagrams": 0,
"internalLinks": 3,
"externalLinks": 1,
"footnotes": 2,
"references": 1
},
"actuals": {
"tables": 0,
"diagrams": 0,
"internalLinks": 0,
"externalLinks": 0,
"footnotes": 0,
"references": 0,
"quotesWithQuotes": 0,
"quotesTotal": 0,
"accuracyChecked": 0,
"accuracyTotal": 0
},
"items": {
"summary": "red",
"schedule": "red",
"entity": "green",
"editHistory": "red",
"overview": "red",
"tables": "red",
"diagrams": "red",
"internalLinks": "red",
"externalLinks": "red",
"footnotes": "red",
"references": "red",
"quotes": "red",
"accuracy": "red"
},
"ratingsString": "N:4 R:7 A:4.5 C:7.5"
},
"readerRank": 143,
"researchRank": 447,
"recommendedScore": 166.28
}External Links
{
"lesswrong": "https://www.lesswrong.com/tag/value-learning",
"stampy": "https://aisafety.info/questions/8IzO/What-is-value-learning",
"alignmentForum": "https://www.alignmentforum.org/tag/value-learning"
}Backlinks (2)
| id | title | type | relationship |
|---|---|---|---|
| chai | Center for Human-Compatible AI (CHAI) | organization | — |
| nick-bostrom | Nick Bostrom | person | — |