People Coverage
Data completeness overview for 48 person entities. Shows which people have complete structured data across KB facts, expert positions, wiki pages, and career history. Sorted by completeness (least complete first) to prioritize data gaps.
Total People
48
Avg Completeness
74%
With Wiki Page
40 (83%)
With KB Facts
47 (98%)
Has Role46/48 (96%)
Has Employer36/48 (75%)
Has Born Year31/48 (65%)
Has Notable For44/48 (92%)
Has Expert Positions30/48 (63%)
Has Wiki Page40/48 (83%)
Has Career History10/48 (21%)
Has Any KB Facts47/48 (98%)
48 people
Person name | Has role in KB facts or entity data | Has employed-by in KB facts or affiliation in entity | Has born-year KB fact | Has notable-for KB fact | Has expert positions in experts.yaml | Has a wiki page in content/docs/ | Has 2+ employed-by KB facts (career history) | Total KB facts for this person | Completeness score: fields present out of 8 |
|---|---|---|---|---|---|---|---|---|---|
| Joe Biden | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | 0 | 1/8 |
| Jaan Tallinn | ✗ | ✗ | ✓ | ✗ | ✗ | ✓ | ✗ | 5 | 3/8 |
| Sam Bankman-Fried | ✗ | ✗ | ✓ | ✗ | ✗ | ✓ | ✗ | 4 | 3/8 |
| Elizabeth Kelly | ✓ | ✓ | ✗ | ✓ | ✗ | ✗ | ✗ | 4 | 4/8 |
| Beth Barnes | ✓ | ✓ | ✗ | ✓ | ✗ | ✗ | ✗ | 5 | 4/8 |
| Gwern Branwen | ✓ | ✗ | ✗ | ✓ | ✗ | ✓ | ✗ | 3 | 4/8 |
| Issa Rice | ✓ | ✗ | ✗ | ✓ | ✗ | ✓ | ✗ | 3 | 4/8 |
| Nick Beckstead | ✓ | ✗ | ✗ | ✓ | ✗ | ✓ | ✗ | 4 | 4/8 |
| Will MacAskill | ✓ | ✗ | ✗ | ✓ | ✗ | ✓ | ✗ | 4 | 4/8 |
| Buck Shlegeris | ✓ | ✓ | ✗ | ✓ | ✓ | ✗ | ✗ | 5 | 5/8 |
| Gary Marcus | ✓ | ✗ | ✓ | ✓ | ✓ | ✗ | ✗ | 7 | 5/8 |
| Ian Hogarth | ✓ | ✓ | ✗ | ✓ | ✓ | ✗ | ✗ | 5 | 5/8 |
| Shane Legg | ✓ | ✓ | ✗ | ✓ | ✓ | ✗ | ✗ | 6 | 5/8 |
| David Sacks (White House AI Czar) | ✓ | ✗ | ✓ | ✓ | ✗ | ✓ | ✗ | 5 | 5/8 |
| Marc Andreessen (AI Investor) | ✓ | ✗ | ✓ | ✓ | ✗ | ✓ | ✗ | 7 | 5/8 |
| Eli Lifland | ✓ | ✓ | ✗ | ✓ | ✗ | ✓ | ✗ | 5 | 5/8 |
| Dustin Moskovitz (AI Safety Funder) | ✓ | ✓ | ✓ | ✗ | ✗ | ✓ | ✗ | 8 | 5/8 |
| Vidur Kapur | ✓ | ✓ | ✗ | ✓ | ✗ | ✓ | ✗ | 5 | 5/8 |
| Vipul Naik | ✓ | ✗ | ✓ | ✓ | ✗ | ✓ | ✗ | 7 | 5/8 |
| Dan Hendrycks | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✗ | 6 | 6/8 |
| Ajeya Cotra | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✗ | 5 | 6/8 |
| Nate Soares (MIRI) | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | ✗ | 6 | 6/8 |
| Robin Hanson | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | ✗ | 7 | 6/8 |
| Philip Tetlock (Forecasting Pioneer) | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | ✗ | 7 | 6/8 |
| Helen Toner | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | ✗ | 8 | 6/8 |
| Nuño Sempere | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | ✗ | 6 | 6/8 |
| Chris Olah | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | 10 | 7/8 |
| Connor Leahy | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 6 | 7/8 |
| Demis Hassabis | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 9 | 7/8 |
| Eliezer Yudkowsky | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 8 | 7/8 |
| Evan Hubinger | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | 7 | 7/8 |
| Jan Leike | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | 9 | 7/8 |
| Neel Nanda | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 4 | 7/8 |
| Nick Bostrom | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 9 | 7/8 |
| Sam Altman | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 18 | 7/8 |
| Stuart Russell | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 9 | 7/8 |
| Toby Ord | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 7 | 7/8 |
| Yoshua Bengio | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 5 | 7/8 |
| Max Tegmark | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 8 | 7/8 |
| Leopold Aschenbrenner | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 6 | 7/8 |
| Yann LeCun | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 11 | 7/8 |
| Daniela Amodei | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 7 | 8/8 |
| Dario Amodei | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 11 | 8/8 |
| Geoffrey Hinton | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 12 | 8/8 |
| Holden Karnofsky | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 12 | 8/8 |
| Ilya Sutskever | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 12 | 8/8 |
| Paul Christiano | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 12 | 8/8 |
| Elon Musk | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 11 | 8/8 |