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.

Analysis

Understanding the Global Gain-of-Function Research Landscape

Caroline Schuerger Steph Batalis Katherine Quinn Ronnie Kinoshita Owen Daniels Anna Puglisi
| August 2023

Gain- and loss-of-function research have contributed to breakthroughs in vaccine development, genetic research, and gene therapy. At the same time, a subset of gain- and loss-of-function studies involve high-risk, highly virulent pathogens that could spread widely among humans if deliberately or unintentionally released. In this report, we map the gain- and loss-of-function global research landscape using a quantitative approach that combines machine learning with subject-matter expert review.

Bio-Risk


Data


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Data Snapshot

Tracking Industry in Government Contracts

Christian Schoeberl
| July 19, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This short series explores how government procurement data can shed light on federal technological interest and utilization. It analyzes contract metadata, provided in a collaborative project with Govini, to track key emerging technologies through the federal procurement process.

Data Snapshot

Examining Key Tech Areas in Government Contracts Data

Christian Schoeberl
| July 6, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This short series explores how government procurement data can shed light on federal technological interest and utilization. It analyzes contract metadata, provided in a collaborative project with Govini, to track key emerging technologies through the federal procurement process.

Data Snapshot

Expanding the Reach: The Collective Impact of HBCUs, PBIs, and Other Universities on Black AI Education

Sara Abdulla
| May 24, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This five-part series uses data from the U.S. Department of Education and other select sources to complement existing CSET work on the U.S. AI workforce.

Data Snapshot

A Byte Out of the Gap: Analyzing AI Bachelor’s, Master’s, and PhD Production for Black Students

Sara Abdulla
| April 26, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This five-part series uses data from the U.S. Department of Education and other select sources to complement existing CSET work on the U.S. AI workforce.

Data Snapshot

The Glass Classroom: Women’s Representation in AI-Related Post-Secondary Programs

Sara Abdulla
| April 12, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This five-part series uses data from the U.S. Department of Education and other select sources to complement existing CSET work on the U.S. AI workforce.

Data Snapshot

The Dynamic Face of AI Pre-Baccalaureate Credentials

Sara Abdulla
| March 29, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This five-part series uses data from the U.S. Department of Education and other select sources to complement existing CSET work on the U.S. AI workforce.

Data Snapshot

Leading the Charge: A Look at the Top-Producing AI Programs in U.S. Colleges and Universities

Sara Abdulla
| March 15, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This five-part series uses data from the U.S. Department of Education and other select sources to complement existing CSET work on the U.S. AI workforce.

Data Snapshot

Analyzing the Directionality of Citations in the Map of Science

Autumn Toney Melissa Flagg
| March 1, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This three-part series presents a method to explore and visualize connections across CSET’s research clusters and enable identification of research of interest within CSET’s merged corpus of scholarly literature and Map of Science.

Data Snapshot

Diving into Deep Learning with Keyword Cascade Plots

Autumn Toney Melissa Flagg
| February 15, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This three-part series presents a method to explore and visualize connections across CSET’s research clusters and enable identification of research of interest within CSET’s merged corpus of scholarly literature and Map of Science.

Data Snapshot

Keyword Cascade Plots

Autumn Toney Melissa Flagg
| February 1, 2023

Data Snapshots are informative descriptions and quick analyses that dig into CSET’s unique data resources. This three-part series presents a method to explore and visualize connections across CSET’s research clusters and enable identification of research of interest within CSET’s merged corpus of scholarly literature and Map of Science.