{"id":"83348f76c6b44f467ea8a724375078895761a4f065d606ddc15c02d361225b12","title":"My path to OpenAI","argument":"On May 3, 2016, Greg Brockman recounts how he left Stripe and joined efforts to start an AI lab. He says he wanted to work on safe human-level AI, and that conversations with Sam Altman and others led him to volunteer to help shape the lab.\n\nBrockman describes approaching AI with skepticism, then becoming convinced by examples such as image classification, speech recognition and translation. He argues that these capabilities were impressive but had not yet changed how people lived, beyond powering some product features.\n\nAt a dinner about what kind of organization could help ensure AI was beneficial, Brockman says participants favored a nonprofit focused on research. Their conclusion was that creating a lab with leading AI researchers was “not obviously impossible.” His account explains the motivation and early reasoning behind the effort; it does not establish whether the proposed organization would achieve its aims.\n\nWhat evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","topicIds":["artificial-general-intelligence"],"domain":"other","claimType":"attributed reading","limits":"The account is Brockman’s retrospective personal narrative; it does not independently establish the participants’ reasoning or the organization’s later effects. Text as retrieved on 2026-10-25; originally published 2016-05-03.","speaker":{"name":"Greg Brockman","roleAtSource":"Publisher"},"source":{"title":"My path to OpenAI","publisher":"Greg Brockman","format":"Article","url":"https://blog.gregbrockman.com/my-path-to-openai","publishedAt":"2016-05-03","dateBasis":"Date stated on the publisher’s page."},"evidence":[{"text":"Brockman says he left Stripe to pursue work on safe human-level AI.","excerpt":"However, there was one problem that I could imagine happily working on for the rest of my life: moving humanity to safe human-level AI.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman says he became convinced by AI capabilities, while noting that their effects on everyday life were then limited.","excerpt":"That being said, these technologies are new enough that they haven’t yet changed how anyone lives: their impact today is limited to powering certain product features.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman recounts that participants at a dinner favored a nonprofit research lab and concluded that creating one with leading AI researchers was not obviously impossible.","excerpt":"Our conclusion: not obviously impossible.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman says he volunteered to work out what the organization would be and who would join it.","excerpt":"I knew it would only happen if someone was willing to go full-time on figuring out exactly what that would be and who would be a part of it. I volunteered myself as tribute.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"}],"sourceMedia":{"status":"unchecked","sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","checkedAt":null,"items":[]},"assumptions":[],"whatWouldChangeView":{"attribution":"Open question","text":"What evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?"},"editorialComparisons":[],"live":{"title":"My path to OpenAI","summary":"On May 3, 2016, Greg Brockman recounts how he left Stripe and joined efforts to start an AI lab. He says he wanted to work on safe human-level AI, and that conversations with Sam Altman and others led him to volunteer to help shape the lab.\n\nBrockman describes approaching AI with skepticism, then becoming convinced by examples such as image classification, speech recognition and translation. He argues that these capabilities were impressive but had not yet changed how people lived, beyond powering some product features.\n\nAt a dinner about what kind of organization could help ensure AI was beneficial, Brockman says participants favored a nonprofit focused on research. Their conclusion was that creating a lab with leading AI researchers was “not obviously impossible.” His account explains the motivation and early reasoning behind the effort; it does not establish whether the proposed organization would achieve its aims.\n\nWhat evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","question":"What evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","claims":[{"text":"Brockman says he left Stripe to pursue work on safe human-level AI.","excerpt":"However, there was one problem that I could imagine happily working on for the rest of my life: moving humanity to safe human-level AI.","support":"source-stated"},{"text":"Brockman says he became convinced by AI capabilities, while noting that their effects on everyday life were then limited.","excerpt":"That being said, these technologies are new enough that they haven’t yet changed how anyone lives: their impact today is limited to powering certain product features.","support":"source-stated"},{"text":"Brockman recounts that participants at a dinner favored a nonprofit research lab and concluded that creating one with leading AI researchers was not obviously impossible.","excerpt":"Our conclusion: not obviously impossible.","support":"source-stated"},{"text":"Brockman says he volunteered to work out what the organization would be and who would join it.","excerpt":"I knew it would only happen if someone was willing to go full-time on figuring out exactly what that would be and who would be a part of it. I volunteered myself as tribute.","support":"source-stated"}],"limitations":["The account is Brockman’s retrospective personal narrative; it does not independently establish the participants’ reasoning or the organization’s later effects.","Text as retrieved on 2026-10-25; originally published 2016-05-03."],"mediaId":null,"correctionReason":null,"id":"83348f76c6b44f467ea8a724375078895761a4f065d606ddc15c02d361225b12","publicationId":"1778023c-1c2c-3d8c-cedc-12fdc6b5bbe0","version":1,"sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","sourceTitle":"My path to OpenAI","publisher":"Greg Brockman","publishedAt":null,"originalPublished":{"value":"2016-05-03","precision":"day","basis":"backfill:article_published"},"firstObservedAt":"2026-10-20T22:43:27.998Z","createdAt":"2026-10-28T01:20:16.771Z","historical":true,"entityIds":["greg-brockman"],"topicIds":["artificial-general-intelligence"],"media":[],"sourceMedia":{"status":"unchecked","sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","checkedAt":null,"items":[]},"editorialDecision":{"outcome":"accept","mediaId":null,"inputHash":"88073d6c87b6e273b456f8bb18e3b09faf7b7bf686d2d78c41bab52a23d79ff6","rubricVersion":"unrecorded","provider":"unrecorded","model":"anthropic/claude-opus-5.5","reasonCodes":["bridge_admitted_by_model","second_opinion_categorical"],"confidence":1,"decidedAt":"2026-10-25T09:26:06.490Z"},"provenance":{"textHash":"9ccfb781293378ce77be2b0294b5c567957229a7a2d3ca3b8342bceb38d96139","observationId":"1ebc2e1a525a3f7c941f67b3ce87b80ed5e7082ec3a3c5b7e33688be069ca0f2","retrievedAt":"2026-10-25T09:27:34.587Z","kind":"publisher-page","preparer":{"model":"openai/gpt-6-luna","runId":"7a497e4f-da4e-6943-544e-a1d9cfae8a51"},"reviewer":{"model":"anthropic/claude-opus-5.5","runId":"88711107-fdf0-16e6-b621-c97da58acc5e"}},"audit":{"status":"passed","reviewedAt":"2026-10-28T01:19:56.407Z","model":"anthropic/claude-opus-5.5"}},"canonicalUrl":"https://escapemeridian.com/readings/my-path-to-openai-83348f76","formats":{"html":"/readings/my-path-to-openai-83348f76","markdown":"/readings/my-path-to-openai-83348f76.md","json":"/readings/my-path-to-openai-83348f76.json"},"attribution":"Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.","readerContext":{"version":"reader-context-v1","attribution":"Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.","terms":[],"entities":[{"id":"openai","name":"OpenAI","kind":"organization","context":"OpenAI develops AI models and products and publishes research, release announcements and evaluations.","referenceUrls":["https://openai.com/news/"],"path":"/entities/openai","json":"/entities/openai.json","markdown":"/entities/openai.md"},{"id":"greg-brockman","name":"Greg Brockman","kind":"person","context":"Greg Brockman publishes personal essays about engineering, AI research and organizational work.","referenceUrls":["https://blog.gregbrockman.com/"],"path":"/entities/greg-brockman","json":"/entities/greg-brockman.json","markdown":"/entities/greg-brockman.md"},{"id":"sam-altman","name":"Sam Altman","kind":"person","context":"Sam Altman publishes essays about AI and technology on his personal blog, separate from OpenAI announcements.","referenceUrls":["https://blog.samaltman.com/","https://openai.com/our-structure/","https://blog.samaltman.com/posts.atom"],"path":"/entities/sam-altman","json":"/entities/sam-altman.json","markdown":"/entities/sam-altman.md"}]},"withdrawn":false,"references":{"schemaVersion":1,"target":{"type":"reading","id":"83348f76c6b44f467ea8a724375078895761a4f065d606ddc15c02d361225b12","revision":"1778023c-1c2c-3d8c-cedc-12fdc6b5bbe0","revisionKind":"publication-id","title":"My path to OpenAI","url":"https://escapemeridian.com/readings/my-path-to-openai-83348f76"},"source":{"type":"source","id":"https://blog.gregbrockman.com/my-path-to-openai","revision":"9ccfb781293378ce77be2b0294b5c567957229a7a2d3ca3b8342bceb38d96139","revisionKind":"sha256-source-text","title":"My path to OpenAI","url":"https://blog.gregbrockman.com/my-path-to-openai"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."},"revisions":[{"id":"83348f76c6b44f467ea8a724375078895761a4f065d606ddc15c02d361225b12","title":"My path to OpenAI","argument":"On May 3, 2016, Greg Brockman recounts how he left Stripe and joined efforts to start an AI lab. He says he wanted to work on safe human-level AI, and that conversations with Sam Altman and others led him to volunteer to help shape the lab.\n\nBrockman describes approaching AI with skepticism, then becoming convinced by examples such as image classification, speech recognition and translation. He argues that these capabilities were impressive but had not yet changed how people lived, beyond powering some product features.\n\nAt a dinner about what kind of organization could help ensure AI was beneficial, Brockman says participants favored a nonprofit focused on research. Their conclusion was that creating a lab with leading AI researchers was “not obviously impossible.” His account explains the motivation and early reasoning behind the effort; it does not establish whether the proposed organization would achieve its aims.\n\nWhat evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","topicIds":["artificial-general-intelligence"],"domain":"other","claimType":"attributed reading","limits":"The account is Brockman’s retrospective personal narrative; it does not independently establish the participants’ reasoning or the organization’s later effects. Text as retrieved on 2026-10-25; originally published 2016-05-03.","speaker":{"name":"Greg Brockman","roleAtSource":"Publisher"},"source":{"title":"My path to OpenAI","publisher":"Greg Brockman","format":"Article","url":"https://blog.gregbrockman.com/my-path-to-openai","publishedAt":"2016-05-03","dateBasis":"Date stated on the publisher’s page."},"evidence":[{"text":"Brockman says he left Stripe to pursue work on safe human-level AI.","excerpt":"However, there was one problem that I could imagine happily working on for the rest of my life: moving humanity to safe human-level AI.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman says he became convinced by AI capabilities, while noting that their effects on everyday life were then limited.","excerpt":"That being said, these technologies are new enough that they haven’t yet changed how anyone lives: their impact today is limited to powering certain product features.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman recounts that participants at a dinner favored a nonprofit research lab and concluded that creating one with leading AI researchers was not obviously impossible.","excerpt":"Our conclusion: not obviously impossible.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"},{"text":"Brockman says he volunteered to work out what the organization would be and who would join it.","excerpt":"I knew it would only happen if someone was willing to go full-time on figuring out exactly what that would be and who would be a part of it. I volunteered myself as tribute.","url":"https://blog.gregbrockman.com/my-path-to-openai","relationship":"Source-stated"}],"sourceMedia":{"status":"unchecked","sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","checkedAt":null,"items":[]},"assumptions":[],"whatWouldChangeView":{"attribution":"Open question","text":"What evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?"},"editorialComparisons":[],"live":{"title":"My path to OpenAI","summary":"On May 3, 2016, Greg Brockman recounts how he left Stripe and joined efforts to start an AI lab. He says he wanted to work on safe human-level AI, and that conversations with Sam Altman and others led him to volunteer to help shape the lab.\n\nBrockman describes approaching AI with skepticism, then becoming convinced by examples such as image classification, speech recognition and translation. He argues that these capabilities were impressive but had not yet changed how people lived, beyond powering some product features.\n\nAt a dinner about what kind of organization could help ensure AI was beneficial, Brockman says participants favored a nonprofit focused on research. Their conclusion was that creating a lab with leading AI researchers was “not obviously impossible.” His account explains the motivation and early reasoning behind the effort; it does not establish whether the proposed organization would achieve its aims.\n\nWhat evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","question":"What evidence would show that the lab’s nonprofit structure and research approach could help ensure AI was beneficial?","claims":[{"text":"Brockman says he left Stripe to pursue work on safe human-level AI.","excerpt":"However, there was one problem that I could imagine happily working on for the rest of my life: moving humanity to safe human-level AI.","support":"source-stated"},{"text":"Brockman says he became convinced by AI capabilities, while noting that their effects on everyday life were then limited.","excerpt":"That being said, these technologies are new enough that they haven’t yet changed how anyone lives: their impact today is limited to powering certain product features.","support":"source-stated"},{"text":"Brockman recounts that participants at a dinner favored a nonprofit research lab and concluded that creating one with leading AI researchers was not obviously impossible.","excerpt":"Our conclusion: not obviously impossible.","support":"source-stated"},{"text":"Brockman says he volunteered to work out what the organization would be and who would join it.","excerpt":"I knew it would only happen if someone was willing to go full-time on figuring out exactly what that would be and who would be a part of it. I volunteered myself as tribute.","support":"source-stated"}],"limitations":["The account is Brockman’s retrospective personal narrative; it does not independently establish the participants’ reasoning or the organization’s later effects.","Text as retrieved on 2026-10-25; originally published 2016-05-03."],"mediaId":null,"correctionReason":null,"id":"83348f76c6b44f467ea8a724375078895761a4f065d606ddc15c02d361225b12","publicationId":"1778023c-1c2c-3d8c-cedc-12fdc6b5bbe0","version":1,"sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","sourceTitle":"My path to OpenAI","publisher":"Greg Brockman","publishedAt":null,"originalPublished":{"value":"2016-05-03","precision":"day","basis":"backfill:article_published"},"firstObservedAt":"2026-10-20T22:43:27.998Z","createdAt":"2026-10-28T01:20:16.771Z","historical":true,"entityIds":["greg-brockman"],"topicIds":["artificial-general-intelligence"],"media":[],"sourceMedia":{"status":"unchecked","sourceUrl":"https://blog.gregbrockman.com/my-path-to-openai","checkedAt":null,"items":[]},"editorialDecision":{"outcome":"accept","mediaId":null,"inputHash":"88073d6c87b6e273b456f8bb18e3b09faf7b7bf686d2d78c41bab52a23d79ff6","rubricVersion":"unrecorded","provider":"unrecorded","model":"anthropic/claude-opus-5.5","reasonCodes":["bridge_admitted_by_model","second_opinion_categorical"],"confidence":1,"decidedAt":"2026-10-25T09:26:06.490Z"},"provenance":{"textHash":"9ccfb781293378ce77be2b0294b5c567957229a7a2d3ca3b8342bceb38d96139","observationId":"1ebc2e1a525a3f7c941f67b3ce87b80ed5e7082ec3a3c5b7e33688be069ca0f2","retrievedAt":"2026-10-25T09:27:34.587Z","kind":"publisher-page","preparer":{"model":"openai/gpt-6-luna","runId":"7a497e4f-da4e-6943-544e-a1d9cfae8a51"},"reviewer":{"model":"anthropic/claude-opus-5.5","runId":"88711107-fdf0-16e6-b621-c97da58acc5e"}},"audit":{"status":"passed","reviewedAt":"2026-10-28T01:19:56.407Z","model":"anthropic/claude-opus-5.5"}}}],"audits":[{"publicationId":"1778023c-1c2c-3d8c-cedc-12fdc6b5bbe0","verdict":"passed","findings":[{"dimension":"attribution","status":"pass","explanation":"The piece is a first-person post on Greg Brockman's blog, and the reading correctly attributes the narrative and its views to him.","excerpt":"I helped scale it from 4 to 250 people"},{"dimension":"summary","status":"pass","explanation":"The summary accurately conveys Brockman's path from Stripe to the AI lab effort, his initial skepticism, the capability examples, and the dinner's nonprofit conclusion. The title names OpenAI, and the terms are understandable to a general reader. The question follows from the evidence.","excerpt":"It was clear that such an organization needed to be a non-profit, without any competing incentives to dilute its mission."},{"dimension":"date","status":"pass","explanation":"The original publication date of 2016-05-03 matches the page's dateline at day precision. The reading presents nothing from after that date. The evidence is a publisher page, so no archive disclosure is needed.","excerpt":"May 3, 2016\nMy path to OpenAI"},{"dimension":"support","status":"pass","explanation":"Each claim is grounded in the source text and attributed to Brockman. The reading notes the limits of a personal account and avoids implying that the lab achieved its aims.","excerpt":"So the question became: would it be possible to create from scratch a lab with the best AI researchers? Our conclusion: not obviously impossible."},{"dimension":"media","status":"pass","explanation":"No media was selected, and no verified media candidates were supplied.","excerpt":null}],"createdAt":"2026-10-28T01:19:56.407Z","model":"anthropic/claude-opus-5.5"}],"correctionUrl":"https://escapemeridian.com/corrections/"}