This paper is the first installment in a series on “AI safety,” an area of machine learning research that aims to identify causes of unintended behavior in machine learning systems and develop tools to ensure these systems work safely and reliably. In it, the authors introduce three categories of AI safety issues: problems of robustness, assurance, and specification. Other papers in this series elaborate on these and further key concepts.

The rapid integration of artificial intelligence into military systems raises critical questions of ethics, design and safety. While many states and organizations have called for some form of “AI arms control,” few have discussed the technical details of verifying countries’ compliance with these regulations. This brief offers a starting point, defining the goals of “AI verification” and proposing several mechanisms to support arms inspections and continuous verification.

It’s widely understood that Beijing invests significant resources in shoring up its science and technology prowess, but the extent and flows of the Chinese government’s public investments in S&T are not as well known. This project tracks publicly available information about the budgets of more than two-dozen high-level Chinese government entities, including those that support science, technology, and talent recruitment.

China operates a number of party- and state-sponsored talent programs to recruit researchers -- Chinese citizens and non-citizens alike -- to bolster its strategic civilian and military goals. CSET has created a tracker to catalog publicly available information about these programs. This catalog is a work in progress; if you have further information on programs currently not included in it -- or if you spot an error -- please complete the form at http://bit.ly/ChineseTalent

See our original translation of a document that lays out the PRC government’s priorities for developing China’s civilian space infrastructure through 2025. It recommends that China reduce its reliance on foreign civilian satellite technology, but also advocates for continued use of international exchanges and technology transfer as ways to catch up to more technologically advanced countries in space infrastructure.

See our original translation of a speech that Xi delivered to a meeting of academics in 2020 that he convened to solicit input for China’s upcoming 14th Five-Year Plan.

Establishing a new public-private institution to improve American research security

See our original translation of the PRC Ministry of Commerce technology export restrictions that would likely complicate the proposed sale of short video app TikTok to a U.S. buyer.

See our original translation of the 2019 budget for the PRC Ministry of Foreign Affairs (MFA).

See our original translation excerpt from a Chinese government think tank report on China's use of digital health technology to fight COVID-19.