Procurement is not merely an administrative function—it is how AI enters government and the first line of defense for responsible AI in the public sector.

Responsible AI starts with who is in the data, who is at the table, whose needs shape the outcome, and who is responsible when it falls short.

There is no question this is a Big Deal. If you are a university or research lab, or aspire to work in one, or are simply an enthusiast of federally-funded research, what’s next will matter.

The emerging federal metascience community is asking fascinating questions that are equally vital for democratic legitimacy: beyond “did this program work” to “how does the federal R&D enterprise itself work, and how could it work better?”