“…Conventional assessment methods, primarily paper-based, are familiar to educators (Montgomery, 2002), however, these methods are characterized by rigid question formats, offer a limited snapshot of an individual's capabilities often sidelining multifaced learning perspectives (Frey & Schmitt, 2010), and do not cater to students' unique knowledge, skills, and experiences and evaluate competencies typically beyond computerization (Swiecki et al, 2022). While teachers have incorporated technology to support conventional assessment practices (Grion et al, 2018) and have adapted their pedagogical and evaluative strategies during exigencies (Legvart et al, 2022;Turan-Güntepe et al, 2023), AI's advent in grading introduces novel dimension. AI's inherent nuances necessitate educators' cognizance during evaluation, transcending mere performance measurement.…”