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SHA-256 fcc578fb79e149e50183e25dd5eb69c0bc8a8497ba78fbc417a6e00efe9a4210.","canonicalUrl":"https://www.nber.org/system/files/working_papers/w24245/w24245.pdf","evidenceUrl":"https://www.nber.org/system/files/working_papers/w24245/w24245.pdf","language":"en","accessedAt":"2026-10-09","reuse":{"attribution":"Manuel Trajtenberg, “AI as the Next GPT: A Political-Economy Perspective”, NBER Working Paper 24245, 2018-01.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"source-frey-osborne-2013-future-of-employment","title":"The Future of Employment: How Susceptible Are Jobs to Computerisation?","authors":["Carl Benedikt Frey","Michael A. 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Recheck terms before wider redistribution."}},{"id":"source-hanson-2008-emulations-go-foom-miri-2013","title":"Emulations Go Foom","authors":["Robin Hanson"],"publisher":"Machine Intelligence Research Institute, The Hanson-Yudkowsky AI-Foom Debate (2013)","publicationDate":"2013","version":"Chapter 15 of The Hanson-Yudkowsky AI-Foom Debate (Machine Intelligence Research Institute, 2013), which compiles the 2008 Overcoming Bias debate with later posts; the compilation heads the post with its date. Current MIRI PDF, retrieved 2026-10-11. SHA-256 6b6dfd0416402e1776d7ddcece95298df2df0ed9bc0bd4a6f4bd81c4b1e5102a.","canonicalUrl":"https://intelligence.org/files/AIFoomDebate.pdf","evidenceUrl":"https://intelligence.org/files/AIFoomDebate.pdf","language":"en","archivedUrl":"https://web.archive.org/web/20260929131419/https://intelligence.org/files/AIFoomDebate.pdf","archivedAt":"2026-09-29","accessedAt":"2026-10-11","reuse":{"attribution":"Robin Hanson, “Emulations Go Foom”, in Machine Intelligence Research Institute, The Hanson-Yudkowsky AI-Foom Debate (2013).","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"lg-src-gc-thepaper-baidu-2025","title":"百度新设基础模型和应用模型研发部，直接向李彦宏汇报","authors":["吴雨欣"],"publisher":"澎湃新闻 (The Paper)","publicationDate":"2025-11-25","version":"Dated page, retrieved on 2026-10-15 (SHA-256 b963571522865094aff0e67122fe9bc097cf9345675bf6245a8a5ddfa3e039bc) directly from the publisher.","canonicalUrl":"https://www.thepaper.cn/newsDetail_forward_32041037","evidenceUrl":"https://www.thepaper.cn/newsDetail_forward_32041037","language":"zh","archivedUrl":"https://web.archive.org/web/20261029004401/https://www.thepaper.cn/newsDetail_forward_32041037","archivedAt":"2026-10-29","accessedAt":"2026-10-15","reuse":{"attribution":"吴雨欣, “百度新设基础模型和应用模型研发部，直接向李彦宏汇报”, 2025-11-25.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"lg-src-oai-abbeel-zilis-2016","title":"Welcome, Pieter and Shivon!","authors":["OpenAI"],"publisher":"OpenAI","publicationDate":"2016-04-26","version":"Dated page, retrieved on 2026-10-15 (SHA-256 70b798004110b9a0da3c586a8051a2b1418cc62cebacfd87524eccd51229b5c2) 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.","canonicalUrl":"https://openai.com/index/welcome-pieter-and-shivon/","evidenceUrl":"https://openai.com/index/welcome-pieter-and-shivon/","language":"en","archivedUrl":"https://web.archive.org/web/20260210060957/https://openai.com/index/welcome-pieter-and-shivon/","archivedAt":"2026-02-10","accessedAt":"2026-10-15","reuse":{"attribution":"OpenAI, “Welcome, Pieter and Shivon!”, 2016-04-26.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"lg-src-oai-ssc-2024","title":"OpenAI Board Forms Safety and Security Committee","authors":["OpenAI"],"publisher":"OpenAI","publicationDate":"2024-05-28","version":"Dated page, retrieved on 2026-10-15 (SHA-256 34a351ce00b93ca65fdcd73f59225314098c44da2c1865630989fa68cd213a52) 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. The inspected text carries an update of 18 June 2024 above the original announcement.","canonicalUrl":"https://openai.com/index/openai-board-forms-safety-and-security-committee/","evidenceUrl":"https://openai.com/index/openai-board-forms-safety-and-security-committee/","language":"en","archivedUrl":"https://web.archive.org/web/20260713143403/https://openai.com/index/openai-board-forms-safety-and-security-committee/","archivedAt":"2026-07-13","accessedAt":"2026-10-15","reuse":{"attribution":"OpenAI, “OpenAI Board Forms Safety and Security Committee”, 2024-05-28.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"source-seoul-ministerial-statement-2024","title":"Seoul Ministerial Statement for advancing AI safety, innovation and inclusivity: AI Seoul Summit 2024","authors":["Ministers attending the AI Seoul Summit"],"publisher":"Department for Science, Innovation and Technology","publicationDate":"2024-05-22","version":"Retrieved on 2026-10-27 (SHA-256 b719c80a13bdd39fb5f05db9bfd40160833d10741d979202e322a37adc652ac8). GOV.UK HTML policy paper, 'Published 22 May 2024', as served on 2026-10-27. Publisher as printed on the inspected expression: GOV.UK (Department for Science, Innovation and Technology).","canonicalUrl":"https://www.gov.uk/government/publications/seoul-ministerial-statement-for-advancing-ai-safety-innovation-and-inclusivity-ai-seoul-summit-2024/seoul-ministerial-statement-for-advancing-ai-safety-innovation-and-inclusivity-ai-seoul-summit-2024","evidenceUrl":"https://www.gov.uk/government/publications/seoul-ministerial-statement-for-advancing-ai-safety-innovation-and-inclusivity-ai-seoul-summit-2024/seoul-ministerial-statement-for-advancing-ai-safety-innovation-and-inclusivity-ai-seoul-summit-2024","language":"en","accessedAt":"2026-10-27","reuse":{"attribution":"Ministers attending the AI Seoul Summit, “Seoul Ministerial Statement for advancing AI safety, innovation and inclusivity: AI Seoul Summit 2024”, 2024-05-22.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"source-cpo-orb-lumen-wp-gh","title":"Why we should train AI in space (White Paper v1.01)","authors":["Ezra Feilden","Adi Oltean","Philip Johnston"],"publisher":"Lumen Orbit, Inc. (now Starcloud), via lumenorbit.github.io","publicationDate":"2024-09","version":"Retrieved for the candidate pack on 2026-10-28 (SHA-256 90e1bde5b01437d7778e044f8ed95df1c49a63559fc1e35177c94d6443e384f7). PDF v1.01 as served at lumenorbit.github.io/wp.pdf on 2026-10-28; cover line \"White Paper v1.01, September 2024\". Starcloud's current link (starcloud.com/wp) serves v1.03 (starcloudinc.github.io/wp.pdf), which adds a note that Lumen Orbit was renamed Starcloud in 2025; v1.01 is quoted here. The served file cannot authenticate when the v1.01 bytes were first published. Retrieved again at admission on 2026-10-30 (SHA-256 90e1bde5b01437d7778e044f8ed95df1c49a63559fc1e35177c94d6443e384f7, the same bytes). 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Recheck terms before wider redistribution."}},{"id":"source-cpo-dc-govuk-pm-blueprint-2025","title":"Prime Minister sets out blueprint to turbocharge AI","authors":["Prime Minister's Office, 10 Downing Street and Department for Science, Innovation and Technology (GOV.UK)"],"publisher":"Prime Minister's Office, 10 Downing Street and Department for Science, Innovation and Technology (GOV.UK)","publicationDate":"2025-01-13","version":"Retrieved for the candidate pack on 2026-10-28 (SHA-256 15fe4d27b318296bc41dfd9f0ef05cf8d3fd252497fcc6719541b3226c6531ba). GOV.UK news story as served on 2026-10-28; text states \"announced today (13 January 2025)\". 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Recheck terms before wider redistribution."}},{"id":"source-ab-brent-mckelvey-2025","title":"Contemporary AI foundation models increase biological weapons risk","authors":["RAND Corporation (working paper WR-A3853-1), posted to arXiv"],"publisher":"RAND Corporation (working paper WR-A3853-1), posted to arXiv","publicationDate":null,"version":"Retrieved for the candidate pack on 2026-10-28 (SHA-256 1cc64de0a880543bda08d64374ee47539c029c55b187ab3f4e66603e3f8ad7e5). arXiv v1 of 12 June 2025; the PDF is the RAND working paper WR-A3853-1 of June 2025, marked \"not been formally reviewed or edited\" Retrieved again at admission on 2026-10-30 (SHA-256 1cc64de0a880543bda08d64374ee47539c029c55b187ab3f4e66603e3f8ad7e5, the same bytes).","canonicalUrl":"https://arxiv.org/pdf/2506.13798v1","evidenceUrl":"https://arxiv.org/pdf/2506.13798v1","language":"en","accessedAt":"2026-10-28","reuse":{"attribution":"RAND Corporation (working paper WR-A3853-1), posted to arXiv, “Contemporary AI foundation models increase biological weapons risk”.","licence":"No open redistribution licence asserted","note":"Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution."}},{"id":"source-ab-claude37-card","title":"Claude 3.7 Sonnet System Card","authors":["Anthropic"],"publisher":"Anthropic","publicationDate":null,"version":"Retrieved for the candidate pack on 2026-10-28 (SHA-256 82947a46fc2d1b9a1d69501ef973fc3c5b328b703b9a17bd8a143c2672f8a1a6). 42-page PDF as served on 2026-10-28; the request to assets.anthropic.com redirected to https://www-cdn.anthropic.com/9ff93dfa8f445c932415d335c88852ef47f1201e.pdf. The document itself states no publication date; its references are dated February 2025. 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Human source review pending."},{"id":"evidence-oracle-stargate-2025","sourceRole":"primary","support":"supports","locator":"Paragraph naming initial equity funders","passage":"Oracle appears among the initial equity funders.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-09-19","note":"Exact cited source passage inspected by a machine agent. Company statements are not independent proof of implementation. Human source review pending."},{"id":"evidence-xai-colossus-grok4-2025","sourceRole":"primary","support":"supports","locator":"Scaling Up Reinforcement Learning, second paragraph","passage":"Grok 4 reinforcement learning used the 200,000-GPU Colossus cluster.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-09-19","note":"Exact cited source passage inspected by a machine agent. Company statements are not independent proof of implementation. Human source review pending."},{"id":"evidence-atlas-deepmind-deep-rl","sourceRole":"primary","support":"supports","locator":"Title, date and first five body paragraphs","passage":"The account describes DQN, experience replay and Atari learning.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-09-28","note":"Original source passage checked by the machine agent that proposed the record. 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Human editorial review is pending."},{"id":"evidence-ts-b1-grace-2014-schedule-context","sourceRole":"primary","support":"supports","locator":"Reading schedule","passage":"Week 11: The treacherous turn","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-06","note":"Checked against the first stored version on 2026-10-06."},{"id":"evidence-ts-b4-hubinger-2022","sourceRole":"primary","support":"supports","locator":"Opening section of the transcript","passage":"deceptive alignment is a situation where the reason that your model looks aligned on the training data is because it is actively trying to look aligned for instrumental reasons [...] we're concerned primarily with the schemers and that is the deceptive alignment category.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-06","note":"The same passage as the B3 record."},{"id":"evidence-yk-t14-s1","sourceRole":"primary","support":"supports","locator":"message body, paragraph beginning 'Trying to oppose or even constrain a superintelligence'","passage":"Trying to oppose or even constrain a superintelligence is a fool's game. 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Re-checked at admission on 2026-10-14 against a copy retrieved that day."},{"id":"evidence-ec-m05-28","sourceRole":"primary","support":"supports","locator":"pdf page 12; section 4 Concluding remarks","passage":"with AI quite poised to emerge as the new GPT, we should not necessarily envision a future whereby humans will be rendered obsolete, and mass unemployment will be the \"new normal.\"","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-14","note":"Candidate pack passage M05-28 (research/economics-mainstream). The quotation (31 words) matched the retrieved current copy (SHA-256 fcc578fb79e149e50183e25dd5eb69c0bc8a8497ba78fbc417a6e00efe9a4210) in the pack's verification. Re-checked at admission on 2026-10-14 against a copy retrieved that day.","contextOnly":{"reason":"Misleads when shown alone (GPT cross-family check of 2026-10-12, accepted by the maintainer on 2026-10-12).","requires":"The argument rejects inevitability while recognizing disappearing occupations and required policy."}},{"id":"lg-ev-oai-abbeel-openai-2016","sourceRole":"primary","support":"supports","locator":"Paragraph beginning “Pieter Abbeel.”","passage":"The announcement says Abbeel, who had advised OpenAI before its launch, is taking leave from Berkeley to work with OpenAI full-time.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The paraphrase’s verbatim anchor “taking a leave from Berkeley” 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-oai-taylor-ssc-chair-2024","sourceRole":"primary","support":"supports","locator":"Paragraph beginning “Today, the OpenAI Board formed”","passage":"The committee is led by four directors, with Taylor named as Chair.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The paraphrase’s verbatim anchor “Bret Taylor (Chair)” 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-oai-taylor-ssc-chair-2024-kolter","sourceRole":"primary","support":"context","locator":"First recommendation (16 September 2024)","passage":"The Safety and Security Committee will become an independent Board oversight committee focused on safety and security, to be chaired by Zico Kolter","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (23 words) 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. No human editorial review.","retrievalRoute":"reader_relay"},{"id":"lg-ev-gc-wu-tian-baidu-foundation-model-2025","sourceRole":"secondary","support":"supports","locator":"Second paragraph","passage":"新设基础模型研发部，负责研发高智能可扩展的通用人工智能大模型，由吴甜负责","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-15","note":"Candidate pack passage, lab genealogy (research/lab-genealogy). The quotation (1 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":"ev-cmp-rsp-v2-2-d3-safeguards-1","sourceRole":"primary","support":"supports","locator":"PDF p. 8 (printed p. 4), §2, table row 'CBRN', entry 'CBRN-3', Required Safeguards column","passage":"The ASL-3 Deployment Standard and the ASL-3 Security Standard … are required.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-27","note":"Verbatim excerpt checked by an automated research assistant on 2026-10-27 against the publisher copy, whose SHA-256 matches the copy retrieved on 2026-10-15. The omitted words describe these standards as protecting against misuse and model-weight theft by non-state adversaries. The same table expects ASL-4 Deployment and Security Standards for CBRN-4, requires the ASL-3 Security Standard plus an affirmative case on misaligned goals for AI R&D-4, and at minimum the ASL-4 Security Standard for AI R&D-5. Footnote 11 (PDF p. 13) places sophisticated or state-compromised insiders out of scope for the ASL-3 Security Standard. Human editorial review is pending."},{"id":"evidence-ap-robin-hanson-hanson-2008-emulations-go-foom","sourceRole":"primary","support":"supports","locator":"PDF text layer, first two pages: author name on the title page or first page","passage":"Robin Hanson","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-27","note":"Credited name checked by an automated research assistant on 2026-10-27 in a direct retrieval. Human editorial review is pending.","retrievalRoute":"direct"},{"id":"evidence-ap-benjamin-f-jones-aghion-jones-jones-2017-ai-and-economic-growth","sourceRole":"primary","support":"supports","locator":"PDF text layer, first two pages: author name on the title page or first page","passage":"Benjamin F. Jones","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-27","note":"Credited name checked by an automated research assistant on 2026-10-27 in a direct retrieval and checked by a reviewer from a different model family on 2026-10-27. Human editorial review is pending.","retrievalRoute":"direct"},{"id":"evidence-fl-intl-seoul-ministerial-participants-1","sourceRole":"primary","support":"supports","locator":"Preamble, paragraph P1","passage":"Paraphrase: 'We, the Ministers of' the 27 countries listed in the object, 'and the representative of the European Union', based on the Ministers' Session discussion of 22 May 2024, affirm the need for collaborative international approaches.","passageType":"paraphrase","verification":"machine_checked","checkedAt":"2026-10-28","note":"Candidate pack passage, frameworks to law (research/frameworks-to-law). The paraphrase is Selekoa’s, written from the text retrieved on 2026-10-27 and read directly from www.gov.uk; it is not a quotation and was not machine-matched. A cross-family machine check (2026-10-28, item 9) answered the record’s question blind from fresh retrievals and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-cpo-orb-oc4-lumen-2024-1","sourceRole":"primary","support":"supports","locator":"PDF p. 10, \"Launch\"","passage":"this translates to approximately $30 per kilogram … At these price points, launch costs are no longer a primary cost driver for orbital data centers.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, compute, power and orbit (research/compute-power-orbit). 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. A cross-family machine check (2026-10-29/30, item 88) re-read the record’s sources and found full support. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-cpo-dc-uk-aigz-culham-1","sourceRole":"primary","support":"supports","locator":"Notes to editors, \"First – laying the foundations for AI to flourish in the UK\"","passage":"speed up planning approvals for the rapid build-out of data centres, give them better access to the energy grid","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, compute, power and orbit (research/compute-power-orbit). 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 (SHA-256 0171565f6e28d06e9048cdcdaaea9540443b5d465d5bfb77f90c1f14666a4fef; the bytes differ from the pack’s retrieval). 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-cpo-dc-uk-aigz-culham-2","sourceRole":"primary","support":"supports","locator":"Notes to editors, \"First – laying the foundations for AI to flourish in the UK\"","passage":"The first of these will be in Culham, Oxfordshire","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, compute, power and orbit (research/compute-power-orbit). The quotation (9 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 (SHA-256 0171565f6e28d06e9048cdcdaaea9540443b5d465d5bfb77f90c1f14666a4fef; the bytes differ from the pack’s retrieval). 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-scr-s2400-introduced-1","sourceRole":"primary","support":"supports","locator":"introducedDate, sponsors and actions elements","passage":"Read twice and referred to the Committee on Health, Education, Labor, and Pensions.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (13 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 record gives introducedDate 2023-07-19, originChamber Senate, title 'Securing Gene Synthesis Act', sponsor Sen. Markey, Edward J. [D-MA], and updateDate 2025-12-05. A cross-family machine check (2026-10-30, item 29) answered the record’s question blind from fresh retrievals and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-scr-s2400-introduced-2","sourceRole":"primary","support":"supports","locator":"Dateline of the introduced print","passage":"Mr. Markey introduced the following bill; which was read twice and referred to the Committee on Health, Education, Labor, and Pensions","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (21 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 dateline above it reads 'July 19, 2023'. A cross-family machine check (2026-10-30, item 29) answered the record’s question blind from fresh retrievals and agreed with the record. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-ev-claude37-us-aisi-engagement-1","sourceRole":"primary","support":"supports","locator":"PDF p. 41, §7.4 Third Party Assessments","passage":"Under our voluntary Memorandums of Understanding, the U.S. AI Safety Institute (U.S. AISI) and U.K. AI Security Institute (U.K. AISI) conducted pre-deployment testing of Claude 3.7 Sonnet across the domains outlined in our RSP framework.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (35 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 same sentence supports the UK engagement record. A cross-family machine check (2026-10-30, item 51) re-read the record’s sources and found full support. No human editorial review.","retrievalRoute":"direct"},{"id":"evidence-ab-arg-d3-brent-articulates-1","sourceRole":"primary","support":"supports","locator":"Summary, p. iv (PDF p. 4)","passage":"Flawed safety assessments that rely on tacit knowledge and inadequate benchmarks may create a false sense of security, leading to weak safeguards and regulatory gaps.","passageType":"quote","verification":"machine_checked","checkedAt":"2026-10-30","note":"Candidate pack passage, AI and biosecurity (research/ai-bio). The quotation (25 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 paper is the primary source for its own argument. A cross-family machine check (2026-10-30, item 117) re-read the record’s sources and found full support. No human editorial review.","retrievalRoute":"direct"}],"at":{"entities":[0,1,3,4,9,29,44,59,61,130,200,216,320,336,342,344,363,449,517,527,544,563,584,608,635,758,769,823,884,888,1021,1062,1091,1118,1213,1228,1235,1256],"claims":[107,112,136,292,474,937,983,1080,1367,1378,1579,1696,1813,2060,2260,2268,2950,3087,3161,3291,3409,3433],"sources":[38,56,57,68,131,180,214,325,341,416,478,496,516,557,622,737,763,853,920,988,1054,1055,1076,1081],"evidence":[126,131,155,313,505,1159,1208,1316,1707,1721,1976,2144,2145,2332,2661,2907,2915,3809,4055,4211,4212,4512,4513,4693,4736]},"version":"1lg47t7"}