Publications

CSET produces evidence-driven analysis in a variety of forms, from informative graphics and translations to expert testimony and published reports. Our key areas of inquiry are the foundations of artificial intelligence — such as talent, data and computational power — as well as how AI can be used in cybersecurity and other national security settings. We also do research on the policy tools that can be used to shape AI’s development and use, and on biotechnology.

Report

CSET’s 2024 Annual Report

Center for Security and Emerging Technology
| March 2025

In 2024, CSET continued to deliver impactful, data-driven analysis at the intersection of emerging technology and security policy. Explore our annual report to discover key research highlights, expert testimony, and new analytical tools — all aimed at shaping informed, strategic decisions around AI and emerging tech.

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Reports

The U.S. Aerial Drone Market

Kyle Miller, Sam Bresnick, Jacob Feldgoise, and Christian Schoeberl
| November 2025

This report assesses the types of unmanned aerial vehicles (UAVs) platforms marketed in the United States and the finances of U.S.-headquartered UAV companies. It finds that most companies develop small UAVs, and only a handful develop more complex military systems. The report also finds that most drone manufacturers are privately held, venture-backed companies, many of which were founded after 2010, and investment activity is concentrated around firms that produce smaller UAVs.

Data Snapshot

Mapping Space Debris

Kathleen Curlee and Lauren Kahn
| November 3, 2025

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This data interactive maps each of the over 34,000 pieces of space debris the United States government has tracked since 1958, bringing Earth’s crowded orbits to life. It shows how seven decades of launches, collisions, and anti-satellite tests—and just a few catastrophic events by a handful of countries—have created most of today’s debris, potentially endangering the $1.8 trillion global space economy that depends on unfettered access to orbits.

Reports

The Use of Open Models in Research

Kyle Miller, Mia Hoffmann, and Rebecca Gelles
| October 2025

This report analyzes over 250 scientific publications that use open language models in ways that require access to model weights and derives a taxonomy of use cases that open weights enable. The authors identified a diverse range of seven open-weight use cases that allow researchers to investigate a wider scope of questions, explore more avenues of experimentation, and implement a larger set of techniques.

In the second installation of our blog series analyzing 147 AI-related laws enacted by Congress between January 2020 and March 2025 from AGORA, we explore the governance strategies, risk-related concepts, and harms addressed in the legislation. In the first blog, we showed that the majority of these AI-related legislative documents were drawn from National Defense Authorization Acts and apply to national security contexts.

Reports

U.S. AI Statecraft

Pablo Chavez
| October 2025

Recent U.S.-Gulf AI partnerships represent billions of dollars in strategic technology deals, but they raise critical questions about governance, oversight, and long-term influence. This analysis examines four major AI initiatives with Saudi Arabia and the United Arab Emirates, discussing critical issues including fragmented oversight, technology diversion, and AI sovereignty. It proposes a framework to transform ad hoc dealmaking into principled, transparent, and rule-bound AI statecraft that advances U.S. interests, strengthens technology relationships with allies and partners, and establishes durable governance mechanisms for U.S. AI deployments abroad.

Reports

Harmonizing AI Guidance: Distilling Voluntary Standards and Best Practices into a Unified Framework

Kyle Crichton, Abhiram Reddy, Jessica Ji, Ali Crawford, Mia Hoffmann, Colin Shea-Blymyer, and John Bansemer
| September 2025

Organizations looking to adopt artificial intelligence (AI) systems face the challenge of deciphering a myriad of voluntary standards and best practices—requiring time, resources, and expertise that many cannot afford. To address this problem, this report distills over 7,000 recommended practices from 52 reports into a single harmonized framework. Integrating new AI guidance with existing safety and security practices, this work provides a road map for organizations navigating the complex landscape of AI guidance.

Reports

Pulling Back the Curtain on China’s Military-Civil Fusion

Cole McFaul, Sam Bresnick, and Daniel Chou
| September 2025

China’s efforts to develop AI-related military capabilities have garnered significant interest in the United States. Drawing on 2,857 AI-related defense contract award notices published between January 2023 and December 2024, this report finds that while China’s legacy defense sector players lead AI-related military procurement, an emerging set of nontraditional vendors and research institutions appears to play a consequential role as well.

Reports

Biotech Manufacturing Apprenticeships

Luke Koslosky, Steph Batalis, and Ronnie Kinoshita
| August 2025

This report examines lessons from the North Carolina Life Sciences Apprenticeship Consortium for pharmaceutical and biomanufacturing workforce development, and analyzes how apprenticeship programs help address workforce shortages in emerging tech fields. It offers a practical framework with important considerations for designing and launching programs, and serves as a resource for employers, regional leaders, and policymakers seeking to build a more resilient and technically skilled workforce.

Data Snapshot

The NIH’s Impact on Research and Innovation

Katherine Quinn, Steph Batalis, and Rebecca Gelles
| August 7, 2025

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This three-part series introduces CSET’s patent clusters, which connect related patents through citations and text similarity.

Data Visualization

Exploring AI legislation in Congress with AGORA: Origin and Application Domains

Mina Narayanan and Sonali Subbu Rathinam
| July 23, 2025

In this two-part analysis, we use data from the Emerging Technology Observatory's AGORA to explore AI-related legislation that was enacted by Congress between January 2020 and March 2025. This first blog explores the origin and application domains of the AI-related legislation we reviewed. The second blog examines the governance strategies, risk-related concepts, and harms covered by this legislation.