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Prediction that the AI winner will be the one achieving automatic optimal open-weight models with cumulative learning from local data.
Microsoft Research introduces Arbor, a generalist autonomous research agent that uses persistent hypothesis-tree refinement for cumulative learning, outperforming Codex and Claude Code across six research tasks and achieving 86% Any-Medal on MLE-Bench Lite.