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cs.DL2026
Open Science, Closed Models: How Funding Shapes AI in Science
Ana Trišović, Janakan Sivaloganathan
How funding shapes AI engagement in science is poorly understood despite its structural importance. We analyze 104,226 papers (2018-2025), linking funding acknowledgments to how ea…
cs.DL2025
Science Is Falling Behind the Frontier: Foundation Model Adoption Across Half a Million Papers
Ana Trišović, Alex Fogelson, Janakan Sivaloganathan +1
We present the first large-scale analysis of AI foundation model usage in science -- not just citations or keywords. We find that adoption has grown rapidly, at nearly-exponential…