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Qi-Tian Cao

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#generative ai Open access Sep 2026

The convergence paradox: a constructivist account of perceived template convergence and originative agency under generative artificial intelligence

Generative artificial intelligence (AI) has raised a widely shared concern that human cognitive and creative output is drifting toward common templates. The terms used to describe this drift, including algorithmic monoculture, outcome homogenization, and the loss of collective diversity, all characterize systems, popul...

Qi-Tian Cao, Zi-Ran Zhou, Lin Wang et al. · 0 citations

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