Midas Touch code dataset questioned: no baselines, single seed, possible repo overlap
maier_ak · x · 2026-09-30
maierak raises key gaps in "The Midas Touch for Code: Scaling AI Coding Environments Straight from Source": no head-to-head test against issue-based pipelines, only one model and seed, undisclosed generation agents, possible repo-benchmark overlap, and no public dataset or licensing info. Reproducibility and statistical confidence remain unclear.
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