Researchers introduced Tampered ML, a benchmark of 1,858 item-pairs featuring experiment proposals and counterfactuals with flaws. Frontier models performed above chance but remained unreliable and sensitive to presentation order.Source: arXiv cs.CLhttps://arxiv.org/abs/2610.32114#MachineLearning
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