Data & Policy · 2024 · 12 citations · 30 references
Public AffairsBiomedical SciencesProject ManagementArtificial IntelligenceResearch EthicsScience PolicyArtificial Intelligence AdoptionEthics Of Automated Decision-makingEvaluation PlanningProposal DevelopmentResearch Funding ManagementResearch PolicyAi Ethics In AdoptionBiomedical Research EthicsFunding Decision-makingHuman Oversight Of AiPeer-to-peer ReviewResponsible AiResponsible Use Of TechnologyStudy Selection Process
Abstract The “la Caixa” Foundation has been experimenting with artificial intelligence (AI)-assisted decision-making geared toward alleviating the administrative burden associated with the evaluation pipeline of its flagship funding program, piloting an algorithm to detect immature project proposals before they reach the peer review stage, and suggest their removal from the selection process to a human overseer. In this article, we explore existing uses of AI by publishers and research funding organizations to automate their selection pipelines, in addition to analyzing the conditions under which the focal case corresponds to a responsible use of AI and the extent to which these conditions are met by the current implementation, highlighting challenges and areas of improvement.
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Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations
Robust Physical-World Attacks on Deep Learning Visual Classification
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes et al. · 2018 · 2.1K citations