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Unified References

Reference convention. Entries retain the bibliographic styles and author credits of their chapter sources. An author–year citation is read against its full author string, title, and date; works with different credited collaborators are distinct entries. Chapter references without URLs identify the dated source versions used in this edition; omission of a URL does not imply that the work is unpublished. Chapter 7 and Chapter 12 have the edition disclosures stated in their source notes. The added Chapter 2 entry uses 2026x to preserve the existing citation labels; the suffix is an identifier, not a claim about publication order.

a16z. 2026. “The Two Ways to Sell AI: Lighthouse or Landgrab?” The a16z Show, August 13, 2026. Elena Burger with Andy McCall and Joe Schmidt. https://podcasts.apple.com/us/podcast/the-two-ways-to-sell-ai-lighthouse-or-landgrab/id842818711?i=1000783120776

AAAS. (2026, October 8). Introducing AlphaProof Nexus: An AI tool for formal mathematical proof discovery [Publisher summary]. https://www.eurekalert.org/news-releases/1146436

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Aaronson, S. (2026, September 15). The Age of Wonders and Terrors. Shtetl-Optimized. https://scottaaronson.blog/?m=202609

ABC News. 2026. “Federal Appeals Court Upholds Pentagon Designation of Anthropic as Supply Chain Risk.” September 25, 2026. https://abcnews.com/Business/anthropic-appeals-court-declines-block-pentagon-blacklisting/story?id=136755690.

Abrishami, Tara. 2026. “In August, 25% of Math Preprints Acknowledged AI Use, Up from 4% in April.” Epoch AI, September 18, 2026. https://epoch.ai/data-insights/math-preprints-disclosed-ai-use.

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Alibaba DAMO Academy. 2026. “RADAR: An Expert-Level Generalist AI for Abdominal CT Diagnosis” [code and model repository]. Accessed September 28, 2026. https://github.com/alibaba-damo-academy/damo-radar

Altman, S. (2026a, September 12). Post endorsing independent evaluators with employee-like access [Post]. X. https://x.com/sama/status/2098811563415150910

Altman, S. (2026b, September 22). Post on AI standards, stakeholder voice, and concentration of power [Post]. X. https://x.com/sama/status/2102414347364335917

Amodei, Dario. 2026. “We Must Pace the Frontier.” September 12, 2026. https://darioamodei.com/post/we-must-pace-the-frontier. Accessed September 14, 2026.

Annenberg Public Policy Center. 2026. “Opposition to Local Data Centers Rises Sharply, Annenberg Survey Finds.” August 11, 2026. https://www.annenbergpublicpolicycenter.org/opposition-to-local-data-centers-rises-sharply-annenberg-survey-finds/. Accessed September 14, 2026.

Anthropic. 2026a. “Automated Researchers Can Reliably Mitigate Alignment Failures.” August 28, 2026. https://www.anthropic.com/research/automated-researchers-mitigate-alignment-failures

Anthropic. 2026b. “Detecting and Countering Misuse of AI: September 2026.” September 10, 2026. https://www.anthropic.com/threat-intelligence-report-september-2026.

Anthropic. 2026c. “Formalizing Fermat’s Last Theorem.” September 4, 2026. https://www.anthropic.com/research/formalizing-fermats-last-theorem

Anthropic. (2026d, July 30). Investigating three real-world incidents in our cybersecurity evaluations. https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals

Anthropic. 2026e. “Learning More About Claude’s Mathematical Capabilities.” August 10, 2026. https://www.anthropic.com/research/riemann-zeta

Anthropic. (2026f, June 4; updated September 18). When AI builds itself. By Marina Favaro and Jack Clark; editorial support by Santi Ruiz. Anthropic Institute. https://www.anthropic.com/institute/recursive-self-improvement

Anthropic. (2026g, September 25). Yes, Claude can do Nine Loops. Guest post by Matt von Hippel, with an addendum by Lance J. Dixon. https://www.anthropic.com/research/yes-claude-can-do-nine-loops

Anthropic. (2026h, October 9; corrected October 12). Investigating unintended model actions in our evaluations and internal use. https://www.anthropic.com/news/investigating-unintended-model-actions

Anthropic. (2026j, September 18). Partnering with Accenture on embedded evaluation. https://www.anthropic.com/news/accenture-embedded-evaluation

Anthropic. (2026k, September). Measurements for understanding the pace of AI development inside frontier labs. Anthropic Institute. https://www.anthropic.com/institute/measuring-pace-of-ai-development

Anthropic. 2026l. “An update on recent Claude Code quality reports.” April 23. https://www.anthropic.com/engineering/april-23-postmortem.

Anthropic. (2026m, October 16). Designing more efficient quantum circuits with Claude. https://www.anthropic.com/research/designing-efficient-quantum-circuits

Anthropic Frontier Red Team. 2026. “Measuring Tactical Intelligence Targeting and Conventional Weapons Capabilities of AI Models.” Anthropic, September 10, 2026. https://www.anthropic.com/research/intelligence-targeting-conventional-weapons-capabilities.

Anthropic PBC. 2026. Petition for Panel Rehearing or Rehearing En Banc. Anthropic PBC v. United States Department of War et al., D.C. Cir. Nos. 26-1049 and 26-1162, Document 2197902, filed October 13, 2026.

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Brynjolfsson, Erik, Bharat Chandar, and Ruyu Chen. 2026. “Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence.” Revised August 12, 2026. Stanford Digital Economy Lab. https://digitaleconomy.stanford.edu/publication/canaries-in-the-coal-mine-six-facts-about-the-recent-employment-effects-of-artificial-intelligence/

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Castelvecchi, D. (2026b, October 7; updated October 9; clarified October 12). OpenAI posts 700 maths preprints online: mathematicians are up in arms. Nature. https://doi.org/10.1038/d41586-026-03196-8

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