Counterfactual fragility certificates reveal high-confidence brittleness when structured evidence fails
Read the original at arxiv.org→arXiv:2609.00366v1 Announce Type: new Abstract: High test accuracy and good aggregate calibration do not show whether an individual prediction is structurally supported by its evidence. In tabular decision systems,...
Original headline: "Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structured Evidence Failure"
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- Sep 2, 04:00 UTC arXiv cs.LG lead source Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structured Evidence Failure