- AASHTO (American Association of State Highway and Transportation Officials). 2026. "Notice on Use of AASHTO Content with AI Tools." AASHTO Store, June 2026. https://store.transportation.org/. Accessed July 16, 2026.
- Armstrong, Ben, and Julie Shah. 2026. Humans in the Loop: The Evolution of Work in Early Experiments with Generative AI. MIT Working Group on Generative AI and the Work of the Future, April 2026. https://ipc.mit.edu/wp-content/uploads/2026/04/Humans_in_the_Loop_full_r01M.pdf. Accessed June 19, 2026.
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- Cassidy, Susan B., et al. 2025. "CISA Releases AI Data Security Guidance." Inside Privacy, Covington & Burling, June 2025. https://www.insideprivacy.com/cybersecurity-2/cisa-releases-ai-data-security-guidance/. Accessed September 12, 2026.
- CDC (Centers for Disease Control and Prevention). 2026. "Considerations for Disclosing Generative AI Use in Scientific Work." Artificial Intelligence Resources, May 28, 2026. https://www.cdc.gov/ai/resources/considerations-for-generative-ai-use-in-scientific-work.html. Accessed September 12, 2026.
- CISA and ASD's ACSC (Cybersecurity and Infrastructure Security Agency and Australian Signals Directorate’s Australian Cyber Security Centre). 2025. Principles for the Secure Integration of Artificial Intelligence in Operational Technology. Joint cybersecurity guidance, December 3, 2025. https://www.cisa.gov/sites/default/files/2025-12/joint-guidance-principles-for-the-secure-integration-of-artificial-intelligence-in-operational-technology-508c.pdf. Accessed September 12, 2026.
- GAO (U.S. Government Accountability Office). 2025. Artificial Intelligence: Generative AI Use and Management at Federal Agencies. GAO-25-107653, July 29, 2025. https://www.gao.gov/products/gao-25-107653. Accessed September 12, 2026.
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- GSA (U.S. General Services Administration). 2026. "AI Strategies and Compliance Plan." May 11, 2026. https://www.gsa.gov/artificial-intelligence/resources/ai-strategies-and-compliance-plan. Accessed June 19, 2026.
- Hanson, O. 2026. "Preparing for AI Use in Transportation." Center for Transportation Studies, University of Minnesota, March 24, 2026. https://cts.umn.edu/news-pubs/news/2026/march/ai. Accessed September 12, 2026.
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- Microsoft. 2025. 2025 Responsible AI Transparency Report. Microsoft, 2025. https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/microsoft/msc/documents/presentations/CSR/Responsible-AI-Transparency-Report-2025-vertical.pdf. Accessed June 19, 2026.
- MIT NANDA. 2025. "The GenAI Divide: State of AI in Business 2025." MIT, July 2025. https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdf. Accessed July 15, 2026.
- NIST (National Institute of Standards and Technology). 2023. Artificial Intelligence Risk Management Framework (AI RMF 1.0). NIST AI 100-1. U.S. Department of Commerce, January 2023. https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.100-1.pdf. Accessed September 12, 2026.
- NIST. 2024a. AI RMF Playbook. NIST AI Risk Management Framework, August 2024. https://airc.nist.gov/docs/AI_RMF_Playbook.pdf. Accessed June 19, 2026.
- NIST. 2024b. Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile. NIST AI 600-1, July 26, 2024. https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf. Accessed June 20, 2026.
- NOCoE (National Operations Center of Excellence). 2025. Use of Artificial Intelligence to Support TSMO Organizations: Peer Exchange Report. NOCoE, July 2025. https://transportationops.org/publications/use-artificial-intelligence-support-tsmo-organizations-peer-exchange-report. Accessed September 12, 2026.
- NSA, CISA, and FBI (National Security Agency, Cybersecurity and Infrastructure Security Agency, and Federal Bureau of Investigation). 2025. AI Data Security: Best Practices for Securing Data Used to Train and Operate AI Systems. Joint Cybersecurity Information Sheet, May 2025. https://media.defense.gov/2025/May/22/2003720601/-1/-1/0/CSI_AI_DATA_SECURITY.PDF. Accessed September 12, 2026.
- NSPE (National Society of Professional Engineers), Board of Ethical Review. 2024. "Use of Artificial Intelligence in Engineering Practice." Case No. 24-2, July 18, 2024. https://www.nspe.org/career-growth/ethics/board-ethical-review-cases/use-artificial-intelligence-engineering-practice.
- OMB (U.S. Office of Management and Budget). 2025. Accelerating Federal Use of AI through Innovation, Governance, and Public Trust. OMB Memorandum M-25-21. Executive Office of the President, April 3, 2025. https://www.whitehouse.gov/wp-content/uploads/2025/02/M-25-21-Accelerating-Federal-Use-of-AI-through-Innovation-Governance-and-Public-Trust.pdf. Accessed September 12, 2026.
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- Ropes & Gray LLP. 2025. "White House Issues Guidance on Use and Procurement of Artificial Intelligence Technology." Insights, April 2025. https://www.ropesgray.com/en/insights/alerts/2025/04/white-house-issues-guidance-on-use-and-procurement-of-artificial-intelligence-technology. Accessed September 12, 2026.
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- Texas DIR (Texas Department of Information Resources). 2026. AI Acceptable Use Policy. State of Texas, April 2026. https://dir.texas.gov/sites/default/files/2026-04/AI%20Acceptable%20Use%20Policy.pdf. Accessed September 12, 2026.
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- U.S. Copyright Office. 2025a. Copyright and Artificial Intelligence, Part 2: Copyrightability. January 29, 2025. https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-2-Copyrightability-Report.pdf. Accessed June 20, 2026.
- U.S. Copyright Office. 2025b. Copyright and Artificial Intelligence, Part 3: Generative AI Training. Pre-publication version, May 9, 2025. https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-3-Generative-AI-Training-Report-Pre-Publication-Version.pdf. Accessed June 20, 2026.
- USDOT (U.S. Department of Transportation). 2025a. US DOT AI Strategy FY26-27 Part I: AI Use Case Strategic Alignment. U.S. Department of Transportation, 2025. https://www.transportation.gov/sites/dot.gov/files/Part_I_-_AI_Use_Case_Alignment_508.pdf. Accessed September 12, 2026.
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- USDOT. 2025c. US DOT AI Strategy FY26-27 Part III: DOT Compliance Plan for OMB Memorandum M-25-21. U.S. Department of Transportation, September 2025. https://www.transportation.gov/sites/dot.gov/files/Part_III_-_Compliance_Plan_508.pdf. Accessed September 12, 2026.
- USDOT ITS JPO (U.S. Department of Transportation, Intelligent Transportation Systems Joint Program Office). n.d. Cybersecurity and Intelligent Transportation Systems: Best Practice Guide. https://rosap.ntl.bts.gov/view/dot/73792/dot_73792_DS1.pdf. Accessed September 12, 2026.
- Vigdor, Neil. 2026. "Judge Punishes 4 Lawyers After Catching Both Sides Using A.I. in Lawsuit." The New York Times, June 9, 2026. https://www.nytimes.com/2026/06/09/us/ai-lawyers-sanctioned-mississippi.html. Accessed June 19, 2026.
- White House. 2025. "White House Releases New Policies on Federal Agency AI Use and Procurement." The White House, April 2025. https://www.whitehouse.gov/releases/2025/04/white-house-releases-new-policies-on-federal-agency-ai-use-and-procurement. Accessed September 12, 2026.
- WIPO (World Intellectual Property Organization). 2024. Generative AI: Navigating Intellectual Property. WIPO, 2024. https://www.wipo.int/edocs/pubdocs/en/wipo-pub-rn2024-8-en-generative-ai-navigating-intellectual-property.pdf. Accessed June 20, 2026.
Generative AI Policy Starter Kit
References
Sources cited throughout the kit.