{"entities":[{"id":"openai","name":"OpenAI"},{"id":"anthropic","name":"Anthropic"},{"id":"rsp-2023","name":"Responsible Scaling Policy (2023)"},{"id":"intelligence-explosion","name":"Intelligence explosion"},{"id":"rsp-v3-2","name":"Anthropic Responsible Scaling Policy — v3.2"},{"id":"faif-2025","name":"xAI Frontier Artificial Intelligence Framework — December 2025 edition"},{"id":"thinking-machines-lab","name":"Thinking Machines Lab"},{"id":"meta-faf-v1-1","name":"Meta Frontier AI Framework — Version 1.1"},{"id":"meta-aasf-v2-0","name":"Meta Advanced AI Scaling Framework — Version 2"},{"id":"ms-fgf-2025","name":"Microsoft Frontier Governance Framework — Version 1 (February 2025)"},{"id":"anthropic-ltbc","name":"Anthropic Long-Term Benefit Committee"},{"id":"us-white-house","name":"The White House"},{"id":"minsky-1961-steps","name":"Steps Toward Artificial Intelligence"},{"id":"extropians-1996-08-31-clemmensen","name":"Re: The SI That Ate Chicago (was: Thinking about the future...)"},{"id":"staring-into-the-singularity","name":"Staring into the Singularity"},{"id":"extropians-1997-09-24-yudkowsky","name":"Singularity: Generation gap"},{"id":"extropians-1998-09-07-yudkowsky-2209","name":"Human AI to superhuman (Re: Max More)"},{"id":"seed-ai","name":"Seed AI"},{"id":"recursive-self-improvement","name":"Recursive self-improvement"},{"id":"fast-or-hard-takeoff","name":"Fast or hard takeoff"},{"id":"ai-automated-ai-research","name":"AI-automated AI research"},{"id":"ai-as-cheaper-prediction","name":"AI as cheaper prediction"},{"id":"recent-economics-engagement-with-ai","name":"Recent entry of machine intelligence into mainstream economics"},{"id":"agrawal-gans-goldfarb-2016-simple-economics-of-machine-intelligence","name":"The Simple Economics of Machine Intelligence"},{"id":"acemoglu-restrepo-2019-wrong-kind-of-ai","name":"The Wrong Kind of AI? 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It is not an assessment of whether the change strengthened or weakened the framework, and not evidence of implementation.","evidenceIds":["evidence-provchange-meta-aasf-v2-0-critical-development-measure-later","evidence-provchange-meta-aasf-v2-0-critical-development-measure-earlier","evidence-provchange-meta-aasf-v2-0-critical-development-measure-changelog"],"attributes":{"changeBasis":"changelog","provision":{"kind":"required_action","key":"meta-critical-development-measure"}}},{"id":"prov-rsp-2023-emergency-loosening","statement":"RSP v1.0 states that in a situation of extreme emergency, such as a clearly bad actor (for example a rogue state) scaling so recklessly that it is likely to lead to imminent global catastrophe if not stopped, and where AI itself is helpful in such defence, Anthropic could envisage a substantial loosening of “these restrictions” as an emergency response, taken only in consultation with governmental authorities and with the compelling case for it presented publicly to the extent possible.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"What the edition states, quoted from the cited expression. It is not evidence of implementation, compliance or effectiveness.","evidenceIds":["evidence-prov-rsp-2023-emergency-loosening","evidence-prov-rsp-2023-emergency-loosening-condition"],"attributes":{"provision":{"kind":"exception","key":"rsp-emergency-loosening"}}},{"id":"prov-rsp-v3-2-ltbt-review-request","statement":"RSP v3.2 states that, upon the LTBT's request, Anthropic will conduct a public or private external review of its Risk Report or sections of it, subject to the procedures outlined in the policy.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"What the edition states, quoted from the cited expression. It is not evidence of implementation, compliance or effectiveness.","evidenceIds":["evidence-prov-rsp-v3-2-ltbt-review-request"],"attributes":{"provision":{"kind":"decision_authority","key":"rsp-ltbt-review-request","parties":[{"role":"decides","actor":"Long-Term Benefit Trust"}]}}},{"id":"cs-anthropic-ltbc-director-approval-2021","statement":"Anthropic’s restated certificate of incorporation filed on 24 May 2021 constituted a Long-Term Benefit Committee with the exclusive power to approve or reject candidates for nomination or appointment as directors, except as set out in the stockholders’ Voting Agreement, and required candidates to receive its prior approval, except directors in office in May 2021 and those elected as Series A, Common or CEO Directors under the Voting Agreement.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"What the filed text says; whether the committee had members or used the power is not recorded. Directors were elected solely by stockholders who were parties to a Voting Agreement (Article VIII(C)), which was not inspected. Anthropic later described the committee as an earlier version of the Long-Term Benefit Trust written into its 2021 Series A investment documents (context below). Recorded as a veto over director candidates; it is not a right to elect directors.","evidenceIds":["evidence-cs-anthropic-ltbc-director-approval-2021-1","evidence-cs-anthropic-ltbc-director-approval-2021-2","evidence-cs-anthropic-ltbc-director-approval-2021-3"],"attributes":{"control":{"right":"veto","instrument":"Approval of director candidates (restated certificate filed 2021-05-24, Articles VIII(D) and IX(A))","stage":"effective"}}},{"id":"ts-a5-minsky-1961-context","statement":"Minsky’s 1961 paper describes learned and planned improvements to problem-solving search.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"Not AI-automated AI research.","evidenceIds":["evidence-ts-a5-minsky-1961-context"],"attributes":{"thought":{"roles":["context"],"register":"nonfiction","missing":"The improvements concern problem-solving search in general, not research that advances machine intelligence.","claimed":{"date":"1960-10-24","note":"Receipt date given in the transcription; the submitted version was not retrieved."},"attested":{"note":"Later MIT-hosted HTML transcription, retrieved 2026-10-06; not compared with the journal pages."}}}},{"id":"ts-a3-clemmensen-1996-08-31-context","statement":"Clemmensen’s message of 1996-08-31 says the superintelligence is likely to start as a human-computer collaboration and augment itself from that base.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"An earlier self-augmentation passage than Clemmensen’s message of 1996-09-03, which states the feedback.","evidenceIds":["evidence-ts-a3-clemmensen-1996-08-31-context"],"attributes":{"thought":{"roles":["context"],"register":"nonfiction","missing":"Self-augmentation from a human-computer base is stated, but not that each improvement increases the capacity for the next."}}},{"id":"ts-a1-sits","statement":"Staring into the Singularity argues that once AIs do the research, each doubling of their speed comes in half the time of the last, ending in the Singularity.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"The rise is in the speed of AI thought, driven by AI-run research into faster computers. The wording is known only from the version of 2000.","evidenceIds":["evidence-ts-a1-sits"],"attributes":{"thought":{"roles":["articulation"],"register":"nonfiction","qualifier":"Faster AI thought through AI-run research.","attested":{"date":"2000-12-04","note":"The quoted wording is that of version 1.2.1 (\"Updated: 08/31/2000\") as captured on 2000-12-04; no capture of the 1996–1999 page holds the text."}}}},{"id":"ts-a4-yudkowsky-1997-09-24-context","statement":"Yudkowsky’s message of 1997-09-24 says its author continued the standard Singularity calculation to find that three years after human-equivalent AIs, AIs reach infinite speed.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"The opening clause is the author’s own account of what was standard before, not evidence of priority. The message does not say who does the research.","evidenceIds":["evidence-ts-a4-yudkowsky-1997-09-24-context"],"attributes":{"thought":{"roles":["context"],"register":"nonfiction","missing":"Three years from human-equivalent AI to infinite speed, not hours to months; who does the research is not stated."}}},{"id":"ts-a2-yudkowsky-1998-09-07-2209","statement":"Yudkowsky’s message of 1998-09-07, quoting extracts of the author’s page on the Singularity, says that once a seed AI understands its own architecture, it can design new abilities for itself and dramatically optimise old ones.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"Extracts from Yudkowsky’s page \"Singularity Analysis\", whose 1998 text was not captured; the message is dated by its header. 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A short essay for managers; the authors’ formal model of prediction and judgment followed in their NBER working paper of January 2018. The essay allows that some judgment tasks will be reframed as predictions. The cross-family check of 2026-10-25 read the whole essay in the 2016-11-25 capture.","evidenceIds":["evidence-ec-m04-hbr-a","evidence-ec-m04-hbr-b"],"attributes":{"thought":{"roles":["earliest-located"],"register":"nonfiction","attested":{"date":"2016-11-25","note":"Wayback capture of the article page."},"tier":{"value":1,"basis":"Tier 1. An essay in a magazine by economists, which the collection’s rule counts as tier 1: the authors write \"as economists\", and the author notes on the captured page give their academic positions (cross-family check of 2026-10-25). It develops an economic argument with examples; it is not a reply, comment or debate turn."}}}},{"id":"ec-m09-acemoglu-restrepo-2019-wrong-kind-of-ai-b","statement":"Acemoglu and Restrepo, “The Wrong Kind of AI? Artificial Intelligence and the Future of Labor Demand” (2019-03) bears on M09. The authors describe how economists studying AI framed it in 2019. The authors describe economics (Herbert Simon) as among the disciplines that pioneered AI in the 1950s.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"(First passage) Characterises the framing of economists' work on AI, not its age. (Second passage) Historical aside citing Nilsson (2009); concerns the founding of AI as a field, not mainstream economics studying AI's economic effects.","evidenceIds":["evidence-ec-m09-25","evidence-ec-m09-26"],"attributes":{"thought":{"roles":["context"],"register":"nonfiction","missing":"(M09-25) Says nothing about when economists began studying AI. 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The list's order is not interpreted as a statement of role. 'Tian Wu' also appears in the list; no link to the existing record for Wu Tian is made, as the report gives no title or affiliation that would confirm identity.","evidenceIds":["c2-ev-baidu-wang-haifeng-ernie-5"]},{"id":"fl-us-eo14110-signed","statement":"Executive Order 14110, \"Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence\", is dated and signed at the White House on 30 October 2023.","derivation":"explicit","resolution":"supported","editorialState":"seed","qualification":"Records the order’s issue only. 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The call is addressed to other States Parties, which no instrument requires of them, so the provision kind is the risk and subject domain of the passage rather than a required action; whether states_provision suits a national statement at all is an open question for the maintainer.","evidenceIds":["evidence-ab-gov-bwc-us-wp14-ai-verification-1","evidence-ab-gov-bwc-us-wp14-ai-verification-2"],"attributes":{"provision":{"kind":"risk_domain","key":"bwc-us-statement-ai-for-verification"}}}],"sources":[{"id":"source-openai-launch","title":"Introducing OpenAI","authors":["Greg Brockman","Ilya Sutskever","OpenAI"],"publisher":"OpenAI","publicationDate":"2015-12-11","version":"Dated page, inspected at retrieval","canonicalUrl":"https://openai.com/index/introducing-openai/","evidenceUrl":"https://openai.com/index/introducing-openai/","language":"en","archivedUrl":"https://web.archive.org/web/20260917013950/https://openai.com/index/introducing-openai/","archivedAt":"2026-09-17","accessedAt":"2026-09-17","reuse":{"attribution":"OpenAI, Introducing OpenAI (2015-12-11).","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and minimal attributed excerpts only. 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LTBT approval of reviewer selection is recorded elsewhere. Human editorial review is pending."},{"id":"evidence-cs-anthropic-ltbc-director-approval-2021-1","sourceRole":"primary","support":"supports","locator":"Article IX(A) (page 14)","passage":"the exclusive power to approve or reject candidates for nomination for election by the stockholders or appointment by the Board of Directors as a director of the Corporation (except as set forth in the Voting Agreement)","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-04","note":"Verbatim quote transcribed from the page image by the integrating session on 2026-10-04 and compared with the scan; the copy has no reliable text layer, so the match is visual, not mechanical. The passage was first proposed and machine-verified in the week 4b research pass. Human editorial review is pending."},{"id":"evidence-cs-anthropic-ltbc-director-approval-2021-2","sourceRole":"primary","support":"supports","locator":"Article VIII(D) (page 14)","passage":"A candidate for director must receive the Long-Term Benefit Committee’s prior approval, except the directors in office as of May 2021 and directors duly elected as Series A, Common or CEO Directors under the Voting Agreement.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-04","note":"Editorial paraphrase of the page image, re-checked on 2026-10-04 by the integrating session against the scan. The integrating session wrote or selected this passage from its own reading of the source; it does not repeat a passage from the week 4b research pass. Human editorial review is pending."},{"id":"evidence-cs-anthropic-ltbc-director-approval-2021-3","sourceRole":"primary","support":"context","locator":"Footnote 1","passage":"Anthropic says an earlier version of the Trust, then called the Long-Term Benefit Committee, was written into its Series A investment documents in 2021 and was not slated to elect its first director until 2023.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-04","note":"Editorial paraphrase, re-checked on 2026-10-04 by the integrating session against its own direct fetch of the cited expression. The integrating session wrote or selected this passage from its own reading of the source; it does not repeat a passage from the week 4b research pass. Human editorial review is pending."},{"id":"evidence-ts-a5-minsky-1961-context","sourceRole":"primary","support":"supports","locator":"Introduction, summary paragraph","passage":"Learning and planning make problem-solving search more efficient.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-06","note":"Paraphrase from the pre-1996 candidate search."},{"id":"evidence-ts-a3-clemmensen-1996-08-31-context","sourceRole":"primary","support":"supports","locator":"Message body, first unquoted paragraph","passage":"it's likely to start as some type of human-computer collaboration and augment itself from that base.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-29","note":"Read in the archive HTML on 2026-10-06 for this collection; not in either candidate search. On 2026-10-30, by the maintainer’s decision of that day, the quotation was corrected to the archive capture of 2024-06-25 (quotation marks and apostrophes as in the capture), which a cross-family archive check read on 2026-10-29; the proposition is unchanged."},{"id":"evidence-ts-a1-sits","sourceRole":"primary","support":"supports","locator":"\"The short version\", opening of the page","passage":"If computing speeds double every two years, what happens when computer-based AIs are doing the research? [...] Two years after Artificial Intelligences reach human equivalence, their speed doubles. One year later, their speed doubles again. Six months - three months - 1.5 months ... Singularity.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-06","note":"The same passage as the A5 record."},{"id":"evidence-ts-a4-yudkowsky-1997-09-24-context","sourceRole":"primary","support":"supports","locator":"Message body, unquoted paragraph beginning \"Before I arrived on the scene\"","passage":"Before I arrived on the scene, the standard Singularity calculation was that \"We'll have human-equivalent intelligence in 20XX\", and this was the Singularity. Then I continued the calculation to find that 3 years after human-equivalent AIs, AIs reach infinite speed, and I called *that* the Singularity.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-06","note":"Checked against the archive HTML on 2026-10-06 (hash matched the 1996–2022 candidate search)."},{"id":"evidence-ts-a2-yudkowsky-1998-09-07-2209","sourceRole":"primary","support":"supports","locator":"Message body, extract beginning \"The AI is likely to bottleneck at the architectural stage\"","passage":"Once the seed AI understands its own architecture, it can design new abilities for itself, dramatically optimize old abilities, spread its consciousness into the Internet, etc.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-06","note":"Read in the archive HTML on 2026-10-06; a contemporaneous description of a seed AI."},{"id":"evidence-ec-m04-hbr-a","sourceRole":"primary","support":"supports","locator":"Opening section, paragraph beginning \"Today we are seeing similar hype\"","passage":"Machine intelligence is, in its essence, a prediction technology, so the economic shift will center around a drop in the cost of prediction.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-25","note":"Quoted by the cross-family check of 2026-10-25 from the capture of 2016-11-25. In the correction pass of 2026-10-25 the quotation matched the current copy of the article text; web.archive.org refused connections, so the capture was not re-read."},{"id":"evidence-ec-m04-hbr-b","sourceRole":"primary","support":"supports","locator":"Section \"Judgment will become more valuable\"","passage":"Using the language of economics, judgment is a complement to prediction and therefore when the cost of prediction falls demand for judgment rises.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-25","note":"The cross-family check of 2026-10-25 read this section in the capture of 2016-11-25 and summarised it without quoting it; the same-family re-check quoted it from the current copy. In the correction pass of 2026-10-25 the quotation matched the current copy of the article text; web.archive.org refused connections, so the capture was not re-read."},{"id":"evidence-ec-m09-25","sourceRole":"primary","support":"supports","locator":"pdf page 7; Varieties of AI (printed p. 5)","passage":"Most AI researchers and economists studying its consequences view it as a way of automating yet more tasks.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-14","note":"Candidate pack passage M09-25 (research/economics-mainstream). The quotation (18 words) matched the retrieved current copy (SHA-256 54ad101804ab7d30ba6d136f413b1c871ffec0a273dbec290c009acd7ad32100) in the pack's verification. Re-checked at admission on 2026-10-14 against a copy retrieved that day."},{"id":"evidence-ec-m09-26","sourceRole":"primary","support":"supports","locator":"pdf page 3; AI As a Technology Platform (printed p. 1)","passage":"Early AI, pioneered in the 1950s by researchers from computer science, psychology and economics, such as Marvin Minsky, Seymour Papert, John McCarthy, Herbert Simon and Allen Newell","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-14","note":"Candidate pack passage M09-26 (research/economics-mainstream). The quotation (27 words) matched the retrieved current copy (SHA-256 54ad101804ab7d30ba6d136f413b1c871ffec0a273dbec290c009acd7ad32100) in the pack's verification. Re-checked at admission on 2026-10-14 against a copy retrieved that day.","contextOnly":{"reason":"Historical aside, not evidence of mainstream economics treating AI as a research topic.","requires":"Simon's own texts and dated economics literature."}},{"id":"evidence-ec-e01-25","sourceRole":"primary","support":"supports","locator":"pdf p.30; innovation-sector extension, before Proposition 11","passage":"a rapidly growing capital stock generates an explosion in R&D output and technological progress that feeds on itself","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-16","note":"Candidate pack passage E01-25 (research/economics-mainstream/esoteric). The quotation (18 words) matched the retrieved current copy (SHA-256 346aebfaec6aa39b036860d9c19dcac6b502bb663ec78a7560b51990202e6edb) in the pack's verification of 2026-10-15. Re-checked at admission on 2026-10-16 against a copy retrieved that day.","contextOnly":{"reason":"A model scenario, not the author's own forecast (maintainer decision D3).","requires":"The model's conditions and the author's own assessment."}},{"id":"lg-ev-oai-vicki-cheung-founding-member-2015","sourceRole":"primary","support":"supports","locator":"Body, paragraph naming the research director, CTO and other founding members","passage":"The announcement lists Vicki Cheung among “the group’s other founding members”, described as research engineers and scientists.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The paraphrase’s verbatim anchor “Vicki Cheung” matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read through the third-party reader relay r.jina.ai, which renders the publisher’s current page (the publisher refused direct retrieval); not an archive copy. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. The paraphrase is Selekoa’s; only the anchor is the source’s wording. No human editorial review.","retrievalRoute":"reader_relay"},{"id":"lg-ev-gw-cubuk-cofounded-periodic-labs-tc","sourceRole":"secondary","support":"supports","locator":"Paragraph 2","passage":"Periodic Labs was founded by Ekin Dogus Cubuk and Liam Fedus.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (11 words) matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-16/17) re-read the record’s sources and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"lg-ev-gw-cubuk-cofounded-periodic-labs-home","sourceRole":"primary","support":"context","locator":"Section “Who we are”, list of names after the founding-team statement","passage":"The section opens “Our founding team co-created ChatGPT …” and is followed by an alphabetical list of 23 names that includes Dogus Cubuk.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The paraphrase’s verbatim anchor “Dogus Cubuk” matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. The paraphrase is Selekoa’s; only the anchor is the source’s wording. A cross-family machine check (2026-10-16/17) re-read the record’s sources and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"lg-ev-gw-weng-cofounded-thinking-machines","sourceRole":"secondary","support":"supports","locator":"Paragraph 1","passage":"Lilian Weng, co-founder of Thinking Machines, announced this week that she would step down from her role","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (17 words) matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-16/17) re-read the record’s sources and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"lg-ev-new-zoph-tml-cofounder","sourceRole":"secondary","support":"supports","locator":"Paragraph 2","passage":"Murati announced the departure of Barret Zoph, the company’s co-founder and CTO.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (12 words) matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-16/17) re-read the record’s sources and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"lg-ev-new-zoph-tml-cofounder-b","sourceRole":"secondary","support":"supports","locator":"Paragraph 6 (beginning “Zoph previously worked for OpenAI”)","passage":"co-founded Thinking Machines with Zoph and Metz","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (7 words) matched the retrieved text on 2026-10-15 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-16/17) re-read the record’s sources and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"c2-ev-baidu-wang-haifeng-ernie-5","sourceRole":"primary","support":"supports","locator":"Section 8, Contributors, opening of the list","passage":"Haifeng Wang, Hua Wu, Tian Wu, Yu Sun","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-27","note":"Candidate pack passage, Chinese frontier-AI institutions, second collection (research/china-labs-2). The quotation (8 words), a part of a longer passage that the pack joined across separate fields of the page, matched the retrieved text on 2026-10-27 and again in a fresh retrieval the same day. Read directly from the publisher. Matching ignored differences of whitespace, case, quotation marks, apostrophes, dashes and Unicode compatibility forms, so the source’s typography can differ. The pack had joined this field with others of the same page into one quotation; at admission each field became its own quotation (cross-family check, 2026-10-27). No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-fl-us-eo14110-signed-1","sourceRole":"primary","support":"supports","locator":"88 FR 75191, heading","passage":"Executive Order 14110 of October 30, 2023","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-28","note":"Candidate pack passage, frameworks to law (research/frameworks-to-law). The quotation (7 words) matched the text retrieved for the candidate pack on 2026-10-27 and again at admission on 2026-10-28, in a fresh retrieval whose SHA-256 equals the pack’s. Read directly from www.govinfo.gov. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-28, item 28) answered the record’s question blind from fresh retrievals and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-fl-us-eo14110-signed-2","sourceRole":"primary","support":"supports","locator":"88 FR 75226, signature block","passage":"THE WHITE HOUSE, October 30, 2023.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-28","note":"Candidate pack passage, frameworks to law (research/frameworks-to-law). The quotation (6 words) matched the text retrieved for the candidate pack on 2026-10-27 and again at admission on 2026-10-28, in a fresh retrieval whose SHA-256 equals the pack’s. Read directly from www.govinfo.gov. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-28, item 28) answered the record’s question blind from fresh retrievals and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-fw-ms-fgf-2025-cbrn-medium-threshold-1","sourceRole":"primary","support":"supports","locator":"PDF p. 12 (printed p. 11), Appendix I – Capability thresholds, CBRN weapons table, Medium row, Capability threshold column","passage":"The model provides some assistance increasing the ability of an existing expert (PhD level education in related fields) to develop a known CBRN threat.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (24 words) matched the text retrieved for the candidate pack on 2026-10-28 and again at admission on 2026-10-30, in a fresh retrieval whose SHA-256 equals the pack’s. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-fw-faif-2025-cbrn-barrier-recognition-1","sourceRole":"primary","support":"supports","locator":"PDF p. 3 (no printed page numbers), “Addressing Risks of Malicious Use”, first paragraph, second sentence","passage":"advanced AI models could lower the barrier to entry for bad actors seeking to develop chemical, biological, radiological, or nuclear (“CBRN”) or cyber weapons, and could help automate knowledge compilation to swiftly overcome bottlenecks to weapons development","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (37 words) matched the text retrieved for the candidate pack on 2026-10-28 and again at admission on 2026-10-30, in a fresh retrieval whose SHA-256 equals the pack’s. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-gov-bwc-us-wp14-ai-verification-1","sourceRole":"primary","support":"supports","locator":"Paragraph 5","passage":"Advanced and emerging technologies, including AI, can aid BWC verification and implementation and help stop dangerous dual-use biological research.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (19 words) matched the text retrieved for the candidate pack on 2026-10-28 and again at admission on 2026-10-30, in a fresh retrieval whose SHA-256 equals the pack’s. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. A cross-family machine check (2026-10-30, item 91) re-read the record’s sources and found full support. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-gov-bwc-us-wp14-ai-verification-2","sourceRole":"primary","support":"supports","locator":"Paragraph 5, across the page break (PDF pp. 1-2)","passage":"we call on every State … Party to join us in our efforts to seek ways in which AI and other tools can help us verify BWC compliance, enhance transparency, and strengthen our collective ability to detect, defend against, and respond to biological threats","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (43 words) matched the text retrieved for the candidate pack on 2026-10-28 and again at admission on 2026-10-30, in a fresh retrieval whose SHA-256 equals the pack’s. Matching ignored differences of whitespace, case, quotation marks, dashes and Unicode compatibility forms, so the source’s typography can differ. The sentence whole, across the page break; the ellipsis stands where the page footnote marker and running head interrupt it in the PDF text layer. A cross-family machine check (2026-10-30, item 91) re-read the record’s sources and found full support. No human editorial review.","retrievalRoute":"direct"}],"at":{"entities":[0,1,21,27,47,56,82,199,200,201,215,232,264,287,294,298,301,337,338,339,340,516,522,543,548,585,600,636,665,729,766,816,819,952,1038,1202],"claims":[512,516,544,658,788,862,880,891,894,1350,1467,1499,1578,1979,2000,2035,2831,2972,3262,3274,3351],"sources":[0,35,41,51,178,180,183,221,226,264,288,295,301,304,495,500,549,682,689,690,733,786,874,1041],"evidence":[559,560,561,578,579,611,810,811,812,998,1076,1095,1108,1111,1685,1686,1830,1831,1868,1975,2556,2557,2584,2631,2632,3614,3840,3841,4476,4490,4600,4601]},"version":"1lg47t7"}