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AutoSOTA automates iterative AI research

Published on April 19, 2026, the report describes AutoSOTA, a system with eight specialized agents that reproduces and improves models from AI papers.

Published on April 19, 2026, the report describes AutoSOTA as an end-to-end system with eight specialized agents. Its goal is to reproduce and improve models presented in AI papers through workflows involving code, experiments, and model refinement.

The post reports 105 new state-of-the-art results in language models, computer vision, and time series. To check the scope and verify the findings, consult the original publication and examine the papers, code, and experiments it cites; the report itself does not detail each result individually.

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