Karim Ould-Kaci

Evaluation of Causal Attention-Sensitivity Audits for Artificial Intelligence Agriculture Pest-Diagnosis Models Under Field-Image Distribution Shift: An Interpretability Robustness Bound for Smallholder Spray-Advisory Reliability

Pest-diagnosis models deployed in smallholder spray-advisory systems are audited for interpretability robustness, yet the statistical behaviour of attention-sensitivity audits under field-image distribution shift remains uncharacterised. the present analysis formalises the causal...