Swivuriso: The South African Next Voices Multilingual Speech Dataset. - Vukosi Ntsakisi Marivate; Kayode Olaleye; Sitwala Mundia; Andinda Bakainga; Unarine Netshifhefhe; Mahmooda Milanzie; Tsholofelo Hope Mogale; Thapelo Sindane; Zainab Abdulrasaq; Kesego Mokgosi; Chijioke Okorie; Nia Zion Van Wyk; et al. (CoRR, 2025)

Can LLMs Score Medical Diagnoses and Clinical Reasoning as well as Expert Panels? - Amy Rouillard; Sitwala Mundia; Linda Camara; Michael Cameron Gramanie; Ziyaad Dangor; Ismail Kalla; Shabir A. Madhi; Kajal Morar; Marlvin T. Ncube; Haroon Saloojee; Bruce A. Bassett (CoRR, 2026)

From Handwriting to Structured Data: Benchmarking AI Digitisation of Handwritten Forms. - Nicholas Pather; Joshua Fouché; Sitwala Mundia; Karl-Günter Technau; Thokozile Malaba; Alex Welte; Ushma Mehta; Bruce A. Bassett (CoRR, 2026)

Evaluating Multimodal LLMs for Inpatient Diagnosis: Real-World Performance, Safety, and Cost Across Ten Frontier Models. - Bruce A. Bassett; Amy Rouillard; Sitwala Mundia; Michael Cameron Gramanie; Linda Camara; Ziyaad Dangor; Shabir A. Madhi; Kajal Morar; Marlvin T. Ncube; Ismail Kalla; Haroon Saloojee (CoRR, 2026)