Recommendations for humans
So what is a human mathematician to do during the AI boom? The Leiden Declaration recommends that individual mathematicians transparently disclose their use of AI tools, retain responsibility for the correctness of their mathematical work, continue crediting human authors while properly attributing work even if AI tools make that difficult, and consider using only AI tools that align with the values articulated in the declaration
The declaration also reminds mathematicians that mathematics has “applications in the development of technology for use in warfare, oppression, mass surveillance, and the undermining of democracy,” and so mathematicians should make ethical decisions accordingly when choosing external partnerships with tech companies.
Professional mathematical organizations can develop guidelines for the use of AI and other automated tools in publication and review, protect the rights of researchers as authors through licensing agreements that prevent their work from being used as training data without consent, and support the role of peer-reviewed publications. The declaration also suggests such organizations “actively prepare to become involved if major mathematical results are claimed using unconventional means.”
The authors of the declaration also offer straightforward recommendations for policymakers, including “protect the rights of authors,” “regulate the artificial intelligence industry,” and “invest in public computational infrastructure.” Under “don’t believe the hype,” the declaration warns about how “there is currently a strong commercial incentive on the part of the technology industry to overstate the capabilities of their products.”
Lastly, the declaration acknowledges that the tech industry “has offered lucrative jobs, monetary rewards, computing resources, and intellectually stimulating opportunities that some mathematicians have found attractive… in an era of underfunding of higher education and precarious academic employment.” It calls on such collaborations between mathematicians and the tech industry to abide by the standards laid out in the declaration.
“By endorsing the declaration, the IMU affirms that the future of mathematical research must be guided by human judgment, fair and transparent practices, and the shared values of the global mathematical community,” said Ulrike Tillmann, vice president of the International Mathematical Union, in a statement. “Mathematics is, and should always remain, a profoundly human endeavor.”
