Helen Toner
helen-tonerpersonPath: /knowledge-base/people/helen-toner/
E575Entity ID (EID)
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
"id": "helen-toner",
"numericId": null,
"path": "/knowledge-base/people/helen-toner/",
"filePath": "knowledge-base/people/helen-toner.mdx",
"title": "Helen Toner",
"quality": 43,
"readerImportance": 27,
"researchImportance": 40.5,
"tacticalValue": null,
"contentFormat": "article",
"tractability": null,
"neglectedness": null,
"uncertainty": null,
"causalLevel": null,
"lastUpdated": "2026-03-13",
"dateCreated": "2026-02-15",
"llmSummary": "Comprehensive biographical profile of Helen Toner documenting her career from EA Melbourne founder to CSET Interim Executive Director, with detailed timeline of the November 2023 OpenAI board crisis where she voted to remove Sam Altman. Compiles public testimony, publications, and media appearances but offers minimal original analysis beyond chronicling events and her policy positions favoring government AI regulation.",
"description": "Australian AI governance researcher, Georgetown CSET Interim Executive Director, and former OpenAI board member who participated in Sam Altman's November 2023 removal. TIME 100 Most Influential People in AI 2024.",
"ratings": {
"novelty": 2,
"rigor": 4.5,
"actionability": 1.5,
"completeness": 7
},
"category": "people",
"subcategory": "safety-researchers",
"clusters": [
"ai-safety",
"governance"
],
"metrics": {
"wordCount": 5494,
"tableCount": 46,
"diagramCount": 1,
"internalLinks": 12,
"externalLinks": 22,
"footnoteCount": 0,
"bulletRatio": 0.03,
"sectionCount": 74,
"hasOverview": true,
"structuralScore": 15
},
"suggestedQuality": 100,
"updateFrequency": null,
"evergreen": true,
"wordCount": 5494,
"unconvertedLinks": [],
"unconvertedLinkCount": 0,
"convertedLinkCount": 0,
"backlinkCount": 7,
"hallucinationRisk": {
"level": "high",
"score": 75,
"factors": [
"biographical-claims",
"no-citations"
]
},
"entityType": "person",
"redundancy": {
"maxSimilarity": 15,
"similarPages": [
{
"id": "sam-altman",
"title": "Sam Altman",
"path": "/knowledge-base/people/sam-altman/",
"similarity": 15
},
{
"id": "centre-for-long-term-resilience",
"title": "Centre for Long-Term Resilience",
"path": "/knowledge-base/organizations/centre-for-long-term-resilience/",
"similarity": 13
},
{
"id": "controlai",
"title": "ControlAI",
"path": "/knowledge-base/organizations/controlai/",
"similarity": 13
},
{
"id": "daniela-amodei",
"title": "Daniela Amodei",
"path": "/knowledge-base/people/daniela-amodei/",
"similarity": 13
},
{
"id": "dustin-moskovitz",
"title": "Dustin Moskovitz (AI Safety Funder)",
"path": "/knowledge-base/people/dustin-moskovitz/",
"similarity": 13
}
]
},
"coverage": {
"passing": 4,
"total": 13,
"targets": {
"tables": 22,
"diagrams": 2,
"internalLinks": 44,
"externalLinks": 27,
"footnotes": 16,
"references": 16
},
"actuals": {
"tables": 46,
"diagrams": 1,
"internalLinks": 12,
"externalLinks": 22,
"footnotes": 0,
"references": 0,
"quotesWithQuotes": 0,
"quotesTotal": 0,
"accuracyChecked": 0,
"accuracyTotal": 0
},
"items": {
"llmSummary": "green",
"schedule": "red",
"entity": "green",
"editHistory": "red",
"overview": "green",
"tables": "green",
"diagrams": "amber",
"internalLinks": "amber",
"externalLinks": "amber",
"footnotes": "red",
"references": "red",
"quotes": "red",
"accuracy": "red"
},
"ratingsString": "N:2 R:4.5 A:1.5 C:7"
},
"readerRank": 475,
"researchRank": 340,
"recommendedScore": 121.36
}External Links
{
"grokipedia": "https://grokipedia.com/page/Helen_Toner"
}Backlinks (7)
| id | title | type | relationship |
|---|---|---|---|
| mainstream-era | Mainstream Era (2020-Present) | historical | — |
| cais | CAIS (Center for AI Safety) | organization | — |
| cset | CSET (Center for Security and Emerging Technology) | organization | — |
| ltff | Long-Term Future Fund (LTFF) | organization | — |
| ilya-sutskever | Ilya Sutskever | person | — |
| sam-altman | Sam Altman | person | — |
| governance-focused | Governance-Focused Worldview | concept | — |