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Sourced connections.

Browse the documented relationships behind the graph. Each connection retains its direction, dates when known, and original evidence.

380 of 380 sourced connections

  1. Early team member (by 2006)

  2. Participated in the $25 million round

  3. Corresponded about the Analytical Engine and her notes

  4. Doctoral advisor

  5. Recruited to the Government Code and Cypher School

  6. Doctoral studies

  7. Original faculty

  8. Co-founded the Toronto neural-network company

  9. Co-authored ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)

  10. Graduate researcher supervised by Hinton, documented in the acquisition announcement

  11. Joined Google following the DNNresearch acquisition

  12. Co-authored ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)

  13. Co-founded

  14. Faculty member

  15. Announced $4 billion additional investment, bringing its cumulative total to $8 billion; remained a minority investor

  16. Provided financing

  17. Named founding team member

  18. Founding lead of the team started in 2011

  19. Wrote the initial $100,000 investment check

  20. Co-founded

  21. Co-founded

  22. Founded

  23. First product manager

  24. Worked for Georges Harik

  25. Co-founded

  26. Co-founded

  27. Joined in product marketing

  28. Co-founded

  29. Co-founded

  30. Co-founded

  31. Co-founded

  32. Alumnus before Juniper

  33. Co-founded

  34. Co-founded

  35. Co-founded

  36. The C Programming Language

  37. Early employee; met future YouTube co-founders

  38. Co-founded

  39. Co-founded

  40. Co-founded

  41. Engineering alumnus

  42. Co-founded Anthropic; company publicly operating in 2021

  43. Research associate, then research scientist

  44. Joined technical staff and led the interpretability team

  45. Head of Special Initiatives

  46. Founded

  47. Founding engineer

  48. Co-founded

  49. Joined the mathematical research department

  50. Research fellowship

  51. Research assistant

  52. Appointed professor of communications and mathematics

  53. Acquired

  54. Co-founded

  55. Engineering alumnus

  56. Co-founded Anthropic; company publicly operating in 2021

  57. Co-founded Anthropic; company publicly operating in 2021

  58. Senior research scientist before OpenAI

  59. Co-authored Language Models are Few-Shot Learners (GPT-3)

  60. Vice president of research before Anthropic

  61. Co-founded

  62. Co-founded

  63. Developed Ethernet

  64. Co-founded

  65. Joined as employee number 84

  66. Chief executive and managing partner

  67. Co-authored Learning representations by back-propagating errors

  68. Co-authored Learning representations by back-propagating errors

  69. Listed affiliation in the backpropagation paper

  70. Co-founded

  71. First product leader and chief operating officer

  72. Co-founded

  73. Co-founded

  74. Led the announced $40 million seed round; amount is the total round

  75. Combined into Google DeepMind

  76. Co-founded DeepMind

  77. Named leader of the combined unit

  78. Co-founded

  79. Joined

  80. Unix research

  81. Previous role, according to the TypeSafe company biography; dates unspecified

  82. Co-authored Training language models to follow instructions with human feedback (InstructGPT)

  83. InstructGPT coauthor affiliated with OpenAI

  84. Former researcher, described in Almeida’s launch essay; dates unspecified

  85. Co-founded TypeSafe AI

  86. Sales and marketing alumnus

  87. Co-founded

  88. Initial supervisor in West Area Computing

  89. West Area Computing supervisor

  90. Joined NACA Langley

  91. Unix pipes: proposal and implementation

  92. Co-founded

  93. Named founding team member

  94. Participated in the Series A

  95. Co-founded

  96. Acquired

  97. Co-founded

  98. Co-founded

  99. Founding co-chair

  100. Co-founded through predecessor X.com and its merger

  101. Chief executive, chief technology officer and chairman

  102. Joined board

  103. Became chief executive

  104. Developed Mosaic

  105. Recruited from the Mosaic team

  106. Early employee, according to the TypeSafe biography

  107. Early employee, according to the TypeSafe biography

  108. Founder, according to the TypeSafe biography; date unspecified

  109. Co-founded TypeSafe AI

  110. Co-founded

  111. Co-founded

  112. Co-founded

  113. Research staff before founding Fairchild

  114. Acquired

  115. Acquired

  116. First venture investment led by Luke Nosek

  117. Co-founded

  118. Encouraged the founders to start a company

  119. Encouraged the founders to start a company

  120. Assistant then associate professor

  121. Co-founded the Toronto neural-network company

  122. Joined Google following the DNNresearch acquisition

  123. Co-authored Learning representations by back-propagating errors

  124. Professor, first Toronto appointment

  125. Returned as professor before emeritus appointment

  126. Engineering manager at Silicon Graphics

  127. Employee number seven

  128. Engineering manager

  129. Began investing

  130. Acquired DeepMind, as recorded by co-founder Shane Legg

  131. Acquired DNNresearch; financial terms were not disclosed

  132. Acquired

  133. Acquired

  134. Combined into Google DeepMind

  135. Co-founded

  136. Co-founded

  137. Research staff before founding Fairchild

  138. Joined

  139. Computation Laboratory

  140. Wartime computation at Harvard

  141. Founding chief technology officer

  142. Chief technology officer before OpenAI; dates not supplied

  143. Co-authored Building high-level features using large scale unsupervised learning

  144. Hosted Olah’s Google Brain internship

  145. Founding member and co-technical lead

  146. Co-authored Building high-level features using large scale unsupervised learning

  147. Led the $25 million round

  148. Co-founded

  149. Introduced in England

  150. Co-led Series B

  151. Original faculty

  152. Acquired Opsware for $1.6 billion

  153. Co-founded the Toronto neural-network company

  154. Co-authored ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)

  155. Named Hinton as his doctoral advisor in the 2013 PhD thesis

  156. Joined Google following the DNNresearch acquisition

  157. Founding research director

  158. Co-authored Sequence to Sequence Learning with Neural Networks

  159. Co-authored Sequence to Sequence Learning with Neural Networks

  160. Co-founded

  161. Worked for Farnsworth while in high school

  162. ENIAC chief engineer

  163. Led the $124 million Series A; amount is the total round

  164. Co-founded Anthropic; company publicly operating in 2021

  165. Policy director before Anthropic

  166. Original faculty

  167. Co-founded

  168. Co-founded Anthropic; company publicly operating in 2021

  169. Co-authored Scaling Laws for Neural Language Models

  170. Physics faculty and machine-learning collaborator

  171. Collaborated on scaling-law research

  172. Co-authored Scaling Laws for Neural Language Models

  173. Co-authored Scaling Laws for Neural Language Models

  174. Early employee; met future YouTube co-founders

  175. Co-founded

  176. Co-founded

  177. Co-founded

  178. Research staff before founding Fairchild

  179. Co-founded

  180. Co-founded

  181. Research staff before founding Fairchild

  182. Co-founded

  183. Co-founded

  184. Co-authored Building high-level features using large scale unsupervised learning

  185. Hosted Olah’s Google Brain internship

  186. Led and described the team’s large-scale neural-network experiments

  187. Co-founded

  188. Vice president of engineering

  189. Co-founded

  190. Co-founded

  191. Named launch supporter; part of a collective funding commitment

  192. Co-founded

  193. Co-founded

  194. Co-founded

  195. Co-founded

  196. Transistor research group

  197. Transistor research

  198. Co-founded

  199. Founded the television company

  200. Television broadcasts using the BBC transmitter

  201. Co-founded

  202. Designed and built ENIAC

  203. Joined the Moore School

  204. Named founding team member

  205. Original faculty

  206. Co-founded

  207. Research staff before founding Fairchild

  208. Co-founded

  209. Listed affiliation in the LSTM paper

  210. Joined NACA Langley

  211. Co-founded

  212. Unix research

  213. Developed Unix

  214. Co-founded

  215. Co-founded

  216. Listed research affiliation in the Neocognitron paper

  217. Co-founded

  218. Co-founded

  219. Co-founded

  220. Co-founded

  221. Co-founded

  222. Co-founded

  223. Joined the board

  224. Led first venture investment

  225. Co-founded

  226. Co-developed Mosaic

  227. Co-founded

  228. Developed Mosaic

  229. Co-founded

  230. Executive before founding Salesforce

  231. Co-founded

  232. Led the Apollo flight software team (documented 1969)

  233. Co-founded

  234. Joined NACA Langley

  235. Professor

  236. Co-founded

  237. Co-founded

  238. Co-founded

  239. Participated in the $25 million round

  240. Announced a $1 billion investment and computing partnership

  241. Co-founded

  242. Apollo guidance-system contract

  243. Co-founded DeepMind

  244. Left DeepMind for a new Google role

  245. Co-founded

  246. Co-led Series B

  247. Completed acquisition

  248. Co-authored Sequence to Sequence Learning with Neural Networks

  249. Original faculty

  250. Named founding team member

  251. Co-founded

  252. Co-founded

  253. Co-founded

  254. Co-founded

  255. Alumnus before Brocade

  256. Co-founded

  257. Co-founded

  258. First outside investor

  259. Participated in the $25 million round

  260. Co-founded

  261. Partner

  262. Named launch supporter; part of a collective funding commitment

  263. Co-founded

  264. Co-founded

  265. Television development collaboration

  266. Founded as AuctionWeb

  267. Co-founded

  268. Co-authored Building high-level features using large scale unsupervised learning

  269. Doctoral advisor at Stanford

  270. Early intern and later research scientist; biography does not give the full employment range

  271. Co-authored Building high-level features using large scale unsupervised learning

  272. Co-authored Building high-level features using large scale unsupervised learning

  273. Joined as an investor

  274. Co-founded

  275. Named launch supporter; part of a collective funding commitment

  276. Executive vice president and founding board member

  277. Acquired

  278. Joined

  279. Researcher before joining ARPA

  280. Joined ARPA

  281. Developed Ethernet

  282. Developed Ethernet

  283. Co-founded

  284. Co-founded

  285. Co-founded

  286. Co-founded

  287. Research staff before founding Fairchild

  288. Sequoia investment partner

  289. Chief financial officer

  290. Joined

  291. Sequoia investment partner

  292. Co-founded

  293. Listed affiliation in the backpropagation paper

  294. Employee before Yelp

  295. Co-founded

  296. Founding co-chair

  297. Co-founded Anthropic; company publicly operating in 2021

  298. Co-authored Language Models are Few-Shot Learners (GPT-3)

  299. Co-authored Scaling Laws for Neural Language Models

  300. Co-authored Language Models are Few-Shot Learners (GPT-3)

  301. Listed research affiliation on the GPT-3 paper

  302. Co-authored Scaling Laws for Neural Language Models

  303. Co-founded

  304. Co-founded

  305. Former research engineer, according to TypeSafe; dates unspecified

  306. Co-founded TypeSafe AI

  307. Appointed to board

  308. Co-founded

  309. Co-founded

  310. Co-authored Long Short-Term Memory

  311. Listed as a former doctoral student

  312. Listed affiliation in the LSTM paper

  313. Led seed financing

  314. First partnership

  315. First partnership

  316. First partnership

  317. First partnership

  318. First investment

  319. Co-founded

  320. Co-founded

  321. Alumnus before Brocade

  322. Co-founded DeepMind

  323. Began doctoral research at IDSIA

  324. Doctoral co-advisor at the 2008 defense

  325. Doctoral research advisor at the 2008 defense

  326. Co-founded

  327. Co-founded

  328. Research staff before founding Fairchild

  329. Co-founded

  330. Early employee; met future YouTube co-founders

  331. Co-founded

  332. Co-founded

  333. Co-founded

  334. Co-founded

  335. Employee number 16; hosted first office

  336. Joined

  337. Developed the World Wide Web together

  338. Co-founded Anthropic; company publicly operating in 2021

  339. Co-authored Language Models are Few-Shot Learners (GPT-3)

  340. Co-authored Scaling Laws for Neural Language Models

  341. Co-authored Language Models are Few-Shot Learners (GPT-3)

  342. Listed research affiliation on the GPT-3 paper

  343. Co-authored Language Models are Few-Shot Learners (GPT-3)

  344. Co-founded

  345. Named founding team member

  346. Co-founded

  347. Named founding team member

  348. Co-founded

  349. Research staff before founding Fairchild

  350. Co-founded

  351. Joined as a general partner

  352. Co-founded

  353. Led Internet-related research

  354. Vice president and chief Internet evangelist

  355. Vice president of MCI Digital Information Services

  356. Designed internetworking protocols

  357. Assistant professor during TCP/IP collaboration

  358. Was a student of

  359. Electronic television research

  360. Electronic television research

  361. Transistor research group

  362. Research assistant

  363. Research collaboration in Copenhagen

  364. Lecturer in theoretical physics

  365. Assistant to Max Born

  366. Director

  367. Transistor research group

  368. Founded laboratory

  369. Named founding team member

  370. Acquired; became Yahoo Store

  371. Joined AT&T Bell Laboratories

  372. Co-authored Deep learning

  373. Postdoctoral researcher in Hinton’s group

  374. Joined Facebook to lead AI research in December

  375. Joined as professor

  376. Co-authored Deep learning

  377. Co-authored Deep learning

  378. Founded the research laboratory that became Mila

  379. Named scientific advisor at launch

  380. Listed university affiliation in Deep learning