TRV-2026-2134Certified recordPeer-reviewed

How Immigration and Federal Funding Sustain American AI Leadership

America's leadership in artificial intelligence (AI) depends on two foundational inputs: international scientific talent and federal research funding. Using hand-collected data on researcher origins and startup founders, supplemented with large-scale datasets linking patents, publications, and funding sources, we quantify the contributions of each input. International researchers account for 66% of new computer science Ph.D.s and constitute the majority of award-winning authors at premier AI conferences, averagi…

Policy · Problem Space — documented harm · certified 2026-10-21 · v1 · article view · machine-readable

Current reading — problem

The authors argue that immigration restrictions and federal budget cuts threaten the talent and funding inputs on which U.S. AI research and startup strength depend.

What this doesn’t fix

The source presents the threat from immigration restrictions and budget cuts as a conclusion and does not report measured effects of such policies, so projected harm remains unquantified in the supplied text.

Evidence

Reader signal

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Truvace Impact Record TRV-2026-2134, v1: “How Immigration and Federal Funding Sustain American AI Leadership.” Truvace, 2026-10-21. /record/TRV-2026-2134 (accessed at citation time). sha256 0d4be668c00f3b0b…

Calibration history

Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.

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