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Open-source artificial intelligence
Concept of open-source software applied to AI
Open-source artificial intelligence
Open-source artificial intelligence, as defined by the Open Source Initiative, is an AI system that is freely available to use, study, modify, and share. This includes datasets used to train the model, its code, and its model parameters, promoting a collaborative and transparent approach to AI development so someone could create a substantially similar result. The debate over what should count as 'open-source' given a range of openness among AI projects has been significant. Some large language models touted as open-sourced that are merely open weights and do not release training data and code have been criticized as "openwashing" systems that are mostly closed. For example, Artificial Analysis gives an "Openness Index" of 83% to Nvidia's Nemotron family, for its greater transparency in methodology, pre-training data, and post-training data, while China's frontier open weights models broadly score under 50%. Open-source AI is a major issue in geopolitics and artificial intelligence controversies...
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