grant
CIF: Small: Foundations of Explainability and Valuation in Scalable AI through Fast Spectral Methods
Organization University of California-BerkeleyLocation BERKELEY, United StatesPosted 1 Aug 2025Deadline 31 Jul 2028
NSFUS FederalResearch GrantScience FoundationCA
Description preview
Artificial Intelligence (AI) systems are rapidly advancing in capability, driven by growth in complexity, model size, and training datasets. However, methods to understand the behavior of these models have not scaled commensurately. Furthermore, there remains limited understanding about how important individual data points are to the model…
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