Longterm Wiki

AI Safety Training Programs

training-programsapproachPath: /knowledge-base/responses/training-programs/
E468Entity ID (EID)
← Back to page4 backlinksQuality: 70Updated: 2026-03-13
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "training-programs",
  "numericId": null,
  "path": "/knowledge-base/responses/training-programs/",
  "filePath": "knowledge-base/responses/training-programs.mdx",
  "title": "AI Safety Training Programs",
  "quality": 70,
  "readerImportance": 56,
  "researchImportance": 24.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-15",
  "llmSummary": "Comprehensive guide to AI safety training programs including MATS (78% alumni in alignment work, 100+ scholars annually), Anthropic Fellows (\\$2,100/week stipend, 40%+ hired full-time), LASR Labs (5 NeurIPS papers in 2024), and academic pathways. BlueDot Impact has trained 7,000+ people since 2022, with hundreds now working in AI safety. Provides concrete application criteria, timing recommendations, and structured self-study pathways with 1-5 year timeline to research contribution.",
  "description": "Fellowships, PhD programs, research mentorship, and career transition pathways for growing the AI safety research workforce, including MATS, Anthropic Fellows, SPAR, and academic programs.",
  "ratings": {
    "novelty": 3.5,
    "rigor": 5,
    "actionability": 7.5,
    "completeness": 6.5
  },
  "category": "responses",
  "subcategory": "field-building",
  "clusters": [
    "community",
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 2220,
    "tableCount": 17,
    "diagramCount": 1,
    "internalLinks": 25,
    "externalLinks": 30,
    "footnoteCount": 0,
    "bulletRatio": 0.13,
    "sectionCount": 30,
    "hasOverview": true,
    "structuralScore": 15
  },
  "suggestedQuality": 100,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 2220,
  "unconvertedLinks": [
    {
      "text": "MATS",
      "url": "https://www.matsprogram.org/",
      "resourceId": "ba3a8bd9c8404d7b",
      "resourceTitle": "MATS Research Program"
    },
    {
      "text": "BlueDot Impact",
      "url": "https://bluedot.org/",
      "resourceId": "a2101cb75434037d",
      "resourceTitle": "BlueDot Impact"
    },
    {
      "text": "MATS (ML Alignment Theory Scholars)",
      "url": "https://www.matsprogram.org/",
      "resourceId": "ba3a8bd9c8404d7b",
      "resourceTitle": "MATS Research Program"
    },
    {
      "text": "78% of surveyed alumni now working in AI alignment",
      "url": "https://www.lesswrong.com/posts/jeBkx6agMuBCQW94C/mats-alumni-impact-analysis",
      "resourceId": "34adf176d8299b24",
      "resourceTitle": "MATS Alumni Impact Analysis"
    },
    {
      "text": "Fellows Program",
      "url": "https://alignment.anthropic.com/2024/anthropic-fellows-program/",
      "resourceId": "94c867557cf1e654",
      "resourceTitle": "Anthropic Fellows Program"
    },
    {
      "text": "BlueDot Impact has trained over 7,000 people since 2022",
      "url": "https://bluedot.org/",
      "resourceId": "a2101cb75434037d",
      "resourceTitle": "BlueDot Impact"
    },
    {
      "text": "MATS has supported 298 scholars and 75 mentors",
      "url": "https://www.matsprogram.org/",
      "resourceId": "ba3a8bd9c8404d7b",
      "resourceTitle": "MATS Research Program"
    },
    {
      "text": "78% now working in AI alignment",
      "url": "https://www.lesswrong.com/posts/jeBkx6agMuBCQW94C/mats-alumni-impact-analysis",
      "resourceId": "34adf176d8299b24",
      "resourceTitle": "MATS Alumni Impact Analysis"
    },
    {
      "text": "Nina Rimsky received an Outstanding Paper Award at ACL 2024",
      "url": "https://www.lesswrong.com/posts/jeBkx6agMuBCQW94C/mats-alumni-impact-analysis",
      "resourceId": "34adf176d8299b24",
      "resourceTitle": "MATS Alumni Impact Analysis"
    },
    {
      "text": "Anthropic Fellows Program",
      "url": "https://alignment.anthropic.com/2024/anthropic-fellows-program/",
      "resourceId": "94c867557cf1e654",
      "resourceTitle": "Anthropic Fellows Program"
    },
    {
      "text": "Over 80% published papers; 40%+ joined Anthropic full-time",
      "url": "https://alignment.anthropic.com/2025/anthropic-fellows-program-2026/",
      "resourceId": "e65e76531931acc2",
      "resourceTitle": "Anthropic Fellows Program"
    },
    {
      "text": "SPAR",
      "url": "https://sparai.org/",
      "resourceId": "f566780364336e37",
      "resourceTitle": "SPAR - Research Program for AI Risks"
    },
    {
      "text": "SPAR research has been accepted at ICML and NeurIPS, covered by TIME, and led to full-time job offers",
      "url": "https://sparai.org/",
      "resourceId": "f566780364336e37",
      "resourceTitle": "SPAR - Research Program for AI Risks"
    },
    {
      "text": "ARENA",
      "url": "https://www.arena.education/",
      "resourceId": "a1298425a282f519",
      "resourceTitle": "ARENA"
    },
    {
      "text": "BlueDot Impact",
      "url": "https://bluedot.org/",
      "resourceId": "a2101cb75434037d",
      "resourceTitle": "BlueDot Impact"
    },
    {
      "text": "matsprogram.org",
      "url": "https://www.matsprogram.org/",
      "resourceId": "ba3a8bd9c8404d7b",
      "resourceTitle": "MATS Research Program"
    },
    {
      "text": "Alumni Impact Analysis (2024)",
      "url": "https://www.lesswrong.com/posts/jeBkx6agMuBCQW94C/mats-alumni-impact-analysis",
      "resourceId": "34adf176d8299b24",
      "resourceTitle": "MATS Alumni Impact Analysis"
    },
    {
      "text": "alignment.anthropic.com",
      "url": "https://alignment.anthropic.com/2024/anthropic-fellows-program/",
      "resourceId": "94c867557cf1e654",
      "resourceTitle": "Anthropic Fellows Program"
    },
    {
      "text": "2026 cohort applications",
      "url": "https://alignment.anthropic.com/2025/anthropic-fellows-program-2026/",
      "resourceId": "e65e76531931acc2",
      "resourceTitle": "Anthropic Fellows Program"
    },
    {
      "text": "sparai.org",
      "url": "https://sparai.org/",
      "resourceId": "f566780364336e37",
      "resourceTitle": "SPAR - Research Program for AI Risks"
    },
    {
      "text": "bluedot.org",
      "url": "https://bluedot.org/",
      "resourceId": "a2101cb75434037d",
      "resourceTitle": "BlueDot Impact"
    },
    {
      "text": "arena.education",
      "url": "https://www.arena.education/",
      "resourceId": "a1298425a282f519",
      "resourceTitle": "ARENA"
    }
  ],
  "unconvertedLinkCount": 22,
  "convertedLinkCount": 0,
  "backlinkCount": 4,
  "hallucinationRisk": {
    "level": "medium",
    "score": 45,
    "factors": [
      "no-citations",
      "conceptual-content"
    ]
  },
  "entityType": "approach",
  "redundancy": {
    "maxSimilarity": 14,
    "similarPages": [
      {
        "id": "mats",
        "title": "MATS ML Alignment Theory Scholars program",
        "path": "/knowledge-base/organizations/mats/",
        "similarity": 14
      },
      {
        "id": "field-building-analysis",
        "title": "AI Safety Field Building Analysis",
        "path": "/knowledge-base/responses/field-building-analysis/",
        "similarity": 14
      },
      {
        "id": "technical-research",
        "title": "Technical AI Safety Research",
        "path": "/knowledge-base/responses/technical-research/",
        "similarity": 14
      },
      {
        "id": "govai",
        "title": "GovAI",
        "path": "/knowledge-base/organizations/govai/",
        "similarity": 13
      },
      {
        "id": "capabilities-to-safety-pipeline",
        "title": "Capabilities-to-Safety Pipeline Model",
        "path": "/knowledge-base/models/capabilities-to-safety-pipeline/",
        "similarity": 12
      }
    ]
  },
  "coverage": {
    "passing": 9,
    "total": 13,
    "targets": {
      "tables": 9,
      "diagrams": 1,
      "internalLinks": 18,
      "externalLinks": 11,
      "footnotes": 7,
      "references": 7
    },
    "actuals": {
      "tables": 17,
      "diagrams": 1,
      "internalLinks": 25,
      "externalLinks": 30,
      "footnotes": 0,
      "references": 7,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "green",
      "diagrams": "green",
      "internalLinks": "green",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "green",
      "quotes": "red",
      "accuracy": "red"
    },
    "ratingsString": "N:3.5 R:5 A:7.5 C:6.5"
  },
  "readerRank": 260,
  "researchRank": 457,
  "recommendedScore": 189.7
}
External Links
{
  "eaForum": "https://forum.effectivealtruism.org/topics/research-training-programs"
}
Backlinks (4)
idtitletyperelationship
field-building-analysisAI Safety Field Building Analysisapproach
ai-for-human-reasoning-fellowshipAI for Human Reasoning Fellowshipapproach
__index__/knowledge-base/responsesSafety Responsesconcept
expertise-atrophyAI-Induced Expertise Atrophyrisk
Longterm Wiki