Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds | Paper Citation Record

Observation 78a04b79-01fa-4bee-adf8-6458c52f1687 · outbound

This paper cites ‘Lavender’: The AI machine directing Israel’s bombing spree in Gaza, April 2024.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds ‘Lavender’: The AI machine directing Israel’s bombing spree in Gaza, April 2024

Reference 1

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This paper cites Canada launches first AI strategy for federal public service - Global Government Forum, April 2025.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Canada launches first AI strategy for federal public service - Global Government Forum, April 2025

Reference 2

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Trump Can Keep America’s AI Advantage

Reference 3

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Observation d5b8e50e-bef5-4a2d-9259-ef9dd1d1afbe · outbound

This paper cites Frontier AI Regulation: Managing Emerging Risks to Public Safety.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Frontier AI Regulation: Managing Emerging Risks to Public Safety

Reference 4

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This paper cites Anduril Partners with OpenAI to Advance U.S.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Anduril Partners with OpenAI to Advance U.S

Reference 5

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This paper cites Anthropic’s Responsible Scaling Policy, September 2023.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Anthropic’s Responsible Scaling Policy, September 2023

Reference 6

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Observation ec406915-4a28-4ddf-9193-617c35f1bf32 · outbound

This paper cites Security-informed safety, January 2023.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Security-informed safety, January 2023

Reference 7

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This paper cites Why policy makers should beware claims of new ‘arms races’.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Why policy makers should beware claims of new ‘arms races’

Reference 8

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Observation 206591ee-f742-4c19-8f77-6d5b77c3732f · outbound

This paper cites As Israel uses US-made AI models in war, concerns arise about tech’s role in who lives and who dies.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds As Israel uses US-made AI models in war, concerns arise about tech’s role in who lives and who dies

Reference 9

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Observation a15c8d27-e579-4b0f-a0f2-173e5ea33ed3 · outbound

This paper cites Assurance of AI Systems From a Dependability Perspective.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Assurance of AI Systems From a Dependability Perspective

Reference 10

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This paper cites Defeaters and Eliminative Argumentation in Assurance 2.0.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Defeaters and Eliminative Argumentation in Assurance 2.0

Reference 11

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This paper cites How a billionaire-backed network of AI advisers took over Washington.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds How a billionaire-backed network of AI advisers took over Washington

Reference 12

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This paper cites Key Congress staffers in AI debate are funded by tech giants like Google and Microsoft.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Key Congress staffers in AI debate are funded by tech giants like Google and Microsoft

Reference 13

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This paper cites The Risks of Integrating Generative AI into Weapon Systems.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Risks of Integrating Generative AI into Weapon Systems

Reference 14

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Unresolved cited work

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Britain dances to JD Vance’s tune as it renames AI institute

Reference 16

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This paper cites Value Alignment Verification.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Value Alignment Verification

Reference 17

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This paper cites Extracting training data from diffusion models.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Extracting training data from diffusion models

Reference 18

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This paper cites Choquette-Choo, Daniel Paleka, Will Pearce, Hyrum Anderson, Andreas Terzis, Kurt Thomas, and Florian Tramèr.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Choquette-Choo, Daniel Paleka, Will Pearce, Hyrum Anderson, Andreas Terzis, Kurt Thomas, and Florian Tramèr

Reference 19

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This paper cites Stealing Part of a Production Language Model.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Stealing Part of a Production Language Model

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds ÓhÉigeartaigh

Reference 21

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Unresolved cited work

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Safety Cases: How to Justify the Safety of Advanced AI Systems

Reference 23

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Nuclear Regulatory Commission

Reference 24

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Marine Corps Warfighting Laboratory: Experiment Division

Reference 25

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The AI that Wasn’t There: Global Order and the (Mis)Perception of Powerful AI

Reference 26

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Cummings and Ben Bauchwitz

Reference 27

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Introducing the Frontier Safety Framework, April 2025

Reference 28

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Behind China’s Plans to Build AI for the World

Reference 29

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Israel built an ‘AI factory’ for war

Reference 30

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 31

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Reference 32

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds AI Safety: Navigating the Expanding Landscape of Potential Harms

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The BIG Argument for AI Safety Cases

Reference 34

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Artificial Intelligence Arms Race: Trends and World Leaders in Autonomous Weapons Development

Reference 35

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Nuclear-Level Risk of Superintelligent AI

Reference 36

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This paper cites Read: JD Vance’s full speech on AI and the EU.The Spectator, February 2025.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Read: JD Vance’s full speech on AI and the EU.The Spectator, February 2025

Reference 37

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Tackling AI Security Risks to Unleash Growth and Deliver Plan for Change

Reference 38

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Safety Cases at AISI

Reference 39

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Fifth Branch

Reference 40

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Containing the Atom: Sociotechnical Imaginaries and Nuclear Power in the United States and South Korea

Reference 41

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Under the radar? examining the evaluation of foundation models

Reference 42

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds 2023 Landscape: Confronting Tech Power

Reference 43

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Unresolved cited work

Reference 44

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Measurement challenges in AI catastrophic risk governance and safety frameworks

Reference 45

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Dependability analysis of safety critical systems: Issues and challenges

Reference 46

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Doomed to Repeat History? Lessons from the Crypto Wars of the 1990s

Reference 47

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Elon Musk Ally Tells Staff ’AI-First’ Is the Future of Key Government Agency

Reference 48

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds A Systematic Approach to Safety Case Management

Reference 49

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds How AI Can Be Regulated Like Nuclear Energy

Reference 50

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This paper cites Toward Comprehensive Risk Assessments and Assurance of AI-Based Systems.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Toward Comprehensive Risk Assessments and Assurance of AI-Based Systems

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.827359Z

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds A Hazard Analysis Framework for Code Synthesis Large Language Models

Reference 52

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Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Mind the Gap: Foundation Models and the Covert Proliferation of Military Intelligence, Surveillance, and Targeting

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:37:24.486400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eaa9ba7f-7380-40a9-a128-f469b5b251ca · outbound

This paper cites Nato use of civil standards, October 2018.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Nato use of civil standards, October 2018

Reference 54

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:37:24.905010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3242fe7-1780-4f33-b8e0-56d1c9752d39 · outbound

This paper cites Task Force Lima Executive Summary.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Task Force Lima Executive Summary

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.815019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f40f7b25-5b7d-4af1-9c12-ec650da2b1a5 · outbound

This paper cites MacKenzie.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds MacKenzie

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.802179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 957ed154-d1c1-499b-883d-e5efff87577f · outbound

This paper cites Pasquale.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Pasquale

Reference 57

Resolution: verified exact; doi, observed 2026-08-16T11:37:24.468190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 961d4762-c635-463c-96d4-c129ec499071 · outbound

This paper cites AI should replace some work of civil servants, Starmer to announce.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds AI should replace some work of civil servants, Starmer to announce

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.790139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04e83362-5fea-4b08-bd75-0c2257d26a9a · outbound

This paper cites Upstream and Downstream AI Safety: Both on the Same River?.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Upstream and Downstream AI Safety: Both on the Same River?

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:37:24.453484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation baabb36f-3b15-4742-8bed-5f93bbcc5c8a · outbound

This paper cites Anthropic’s Dario Amodei: Democracies must maintain the lead in AI.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Anthropic’s Dario Amodei: Democracies must maintain the lead in AI

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.777832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d665ca52-aa9e-4ae3-9d3f-463abe68e68c · outbound

This paper cites On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.095638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1ad9910-4655-45de-af6c-9e8e8faa058b · outbound

This paper cites Having Beer after Prayer? Measuring Cultural Bias in Large Language Models.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Having Beer after Prayer? Measuring Cultural Bias in Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.099821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bade5ed7-1e4c-46f6-8130-c4b6982d00f5 · outbound

This paper cites AI as Normal Technology.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds AI as Normal Technology

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.765582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d95e48e7-150e-42ad-8dbd-8fd0aa11229a · outbound

This paper cites Scalable Extraction of Training Data from (Production) Language Models.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Scalable Extraction of Training Data from (Production) Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.107587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16bd252-3700-49c3-a920-c134be3657e6 · outbound

This paper cites an unresolved cited work.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:37:25.752924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81a634ef-06ff-47c7-bfe3-4bc3246df906 · outbound

This paper cites Implementation of improved Air System Safety Case Regulation - RA 1205, 2019.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Implementation of improved Air System Safety Case Regulation - RA 1205, 2019

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.740493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5e32c79-1279-4fdc-bc0b-be01add21b04 · outbound

This paper cites Department of Defense.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Department of Defense

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.727571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f9355eaa-8be5-4fc5-9bd9-bc677314c61a · outbound

This paper cites DoD Modeling and Simulation (M&S) Verification, Validation, and Accreditation (VV&A),.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds DoD Modeling and Simulation (M&S) Verification, Validation, and Accreditation (VV&A),

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.715646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e64a4f63-c486-4a62-bd70-8959612143a7 · outbound

This paper cites Artificial Intelligence Safety and Security Board, 2025.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Artificial Intelligence Safety and Security Board, 2025

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.703287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 48221709-c3cc-4340-9a65-7ebce6f4c86e · outbound

This paper cites 2024 ICRC IHL Challenges Report | ICRC, September 2024.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds 2024 ICRC IHL Challenges Report | ICRC, September 2024

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.690584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 927417fb-9759-4822-9d94-d7b569aebe3a · outbound

This paper cites The Safety Goals of the U.S.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Safety Goals of the U.S

Reference 71

Resolution: verified exact; doi, observed 2026-08-16T11:37:24.412764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 32a05237-df37-44a5-a2dd-61b5fd9dfe19 · outbound

This paper cites Nathan Matias.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Nathan Matias

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.139872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24301c1a-c214-41be-b866-3405f565f70b · outbound

This paper cites Training language models to follow instructions with human feedback.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Training language models to follow instructions with human feedback

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.144179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6067dbf-a715-42d9-8ae3-365ae18516f4 · outbound

This paper cites Palantir IR, 2024.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Palantir IR, 2024

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.678006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d2d6d85-9911-495b-a204-1a3b9abe1a64 · outbound

This paper cites Red Teaming Language Models with Language Models.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Red Teaming Language Models with Language Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.152016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf6a491-1ec1-4763-b1a3-a64b45a2d50e · outbound

This paper cites Chauncey Starr: A personal memoir, June 2007.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Chauncey Starr: A personal memoir, June 2007

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.665652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 190a8289-b7fd-4007-93a3-4c7602db9eb1 · outbound

This paper cites Introducing Primer Delta: Our next-gen AI-native platform to transform information overload into decision advantage, April.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Introducing Primer Delta: Our next-gen AI-native platform to transform information overload into decision advantage, April

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.652782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c458ee2-565d-4bd2-8fbb-58b93f9eda72 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.167823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd77435-e4cc-42fc-8213-a0355711cb51 · outbound

This paper cites Concrete Problems in AI Safety, Revisited.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Concrete Problems in AI Safety, Revisited

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.172037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78d2d116-1ecb-4f94-92c8-9407b62f5335 · outbound

This paper cites an unresolved cited work.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:37:25.626433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39f37a4f-00bd-4bce-994e-3b3e9296ad04 · outbound

This paper cites arms race.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds arms race

Reference 81

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:37:24.804120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e92995b1-30b5-48f0-a8dd-35b72ffef0ab · outbound

This paper cites Fintech Founder Charged with Fraud after “AI” Shopping App Found to be Powered by Humans in the Philippines.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Fintech Founder Charged with Fraud after “AI” Shopping App Found to be Powered by Humans in the Philippines

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.613537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39ffbc0f-5538-4535-b785-78e9e8a2fd6d · outbound

This paper cites Anatomy of an AI Coup.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Anatomy of an AI Coup

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.600546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 172c45ac-0b98-4785-9928-b4e3705e8a0a · outbound

This paper cites Silicon Valley Goes to War: Artificial Intelligence, Weapons Systems, and Moral Agency.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Silicon Valley Goes to War: Artificial Intelligence, Weapons Systems, and Moral Agency

Reference 84

Resolution: verified exact; doi, observed 2026-08-16T11:37:24.365691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7bb1b11a-10fa-4355-8719-d642aa00fba3 · outbound

This paper cites AI Red Teaming: Applying Software TEVV for AI Evaluations | CISA, November 2024.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds AI Red Teaming: Applying Software TEVV for AI Evaluations | CISA, November 2024

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.587851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dba6c46d-d7fa-4d36-8eae-ea36541139bb · outbound

This paper cites Risk Criteria for Nuclear Power Plants: A Pragmatic Proposal.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Risk Criteria for Nuclear Power Plants: A Pragmatic Proposal

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.198766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebfca66-2c20-4fd1-9b3e-6fcdc140f90f · outbound

This paper cites Risks of Risk Decisions.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Risks of Risk Decisions

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.574751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90449339-81c3-404d-a210-7a1b422e52fb · outbound

This paper cites Philosophical Basis for Risk Analysis.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Philosophical Basis for Risk Analysis

Reference 88

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T11:37:24.679005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd11fd3c-2a71-4cd3-9200-07b1c5f560cd · outbound

This paper cites How can we know a self-driving car is safe? Ethics and Information Technology, 23(4):635–647, December 2021.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds How can we know a self-driving car is safe? Ethics and Information Technology, 23(4):635–647, December 2021

Reference 89

Resolution: verified exact; doi, observed 2026-08-16T11:37:24.352593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4880c507-f087-45f0-a76c-0d680727827b · outbound

This paper cites The Illusion of China’s AI Prowess.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The Illusion of China’s AI Prowess

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.562084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f6d80ba7-bffe-4e6e-8e41-edd1fa73eb4b · outbound

This paper cites Thunderforge Project: Integrating Commercial AI-Powered Decision-Making, 2025.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Thunderforge Project: Integrating Commercial AI-Powered Decision-Making, 2025

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.549204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 92782cdb-42be-4fc3-bd36-d356c38ce2d0 · outbound

This paper cites ‘Breeder’ Reactor Plan Facing Delays.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds ‘Breeder’ Reactor Plan Facing Delays

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.535744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a503caff-7166-4353-a168-2d1ec4ef2e3b · outbound

This paper cites Inside Task Force Lima’s exploration of 180-plus generative AI use cases for DOD.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Inside Task Force Lima’s exploration of 180-plus generative AI use cases for DOD

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.522283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fee18716-9f02-4928-ba46-ae2551d8cbe4 · outbound

This paper cites The risks and inefficacies of AI systems in military targeting support.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The risks and inefficacies of AI systems in military targeting support

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.508286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59c7c654-3d76-4211-9b84-28f5970b647b · outbound

This paper cites Gaza: Israeli military’s digital tools risk civilian harm, 2024.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Gaza: Israeli military’s digital tools risk civilian harm, 2024

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.495073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 438572cd-b690-4290-a156-9592abcecefe · outbound

This paper cites Ethical and social risks of harm from Language Models.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Ethical and social risks of harm from Language Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.238954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9151eb05-5a09-4504-ace2-d129412ba2a8 · outbound

This paper cites The China Trap: U.S.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds The China Trap: U.S

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.481708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 492bdf4e-8520-47de-a345-b9beb2891648 · outbound

This paper cites DOGE’s Plans to Replace Humans With AI Are Already Under Way, March 2025.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds DOGE’s Plans to Replace Humans With AI Are Already Under Way, March 2025

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:37:25.455753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7716c622-b3ef-43bc-b57d-61750144855a · outbound

This paper cites Work and Greg Grant.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Work and Greg Grant

Reference 99

Resolution: verified exact; doi, observed 2026-08-16T11:37:24.325647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 94b0389a-a13b-460a-a738-7a4f8526676c · outbound

This paper cites Persistent Pre-Training Poisoning of LLMs.

Safety Co-Option and Compromised National Security: The Self-Fulfilling Prophecy of Weakened AI Risk Thresholds Persistent Pre-Training Poisoning of LLMs

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-16T11:37:24.259371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers