Epistemic Uncertainty for Test-Time Discovery. - Kainat Riaz; Muhammad Ahmed Mohsin; Ahsan Bilal; Muhammad Umer 006; Ayesha Mohsin; Aqib Riaz; Ali Subhan; John M. Cioffi (CoRR, 2026)