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cs.LG · 2026-06-28 · unverdicted · novelty 5.0

Reliability and faithfulness of post-hoc explanations do not suffice to support claims about how a scientific phenomenon is structured.

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Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models cs.LG · 2026-06-28 · unverdicted · none · ref 41
Reliability and faithfulness of post-hoc explanations do not suffice to support claims about how a scientific phenomenon is structured.