The Presidency of the Department of Artificial Intelligence extends its best wishes to all first-year students as they prepare for their first final examination in their university journey. This exam represents an important milestone and the beginning of a path toward academic success and excellence. Students are advised to prepare well, arrive at the examination hall sufficiently before the scheduled time, and adhere to all examination instructions to ensure a smooth and organized examination process. Important Notes: Ensure that you know your examination hall and seat number according to the announced seating plan. Bring your university ID card and another valid identification document, and place them on your desk during the examination. Answer the Bubble Sheet carefully and accurately, ensuring that all answers are properly shaded to avoid losing any marks. Use a black ballpoint pen only when answering. Read all questions carefully and attentively before starting. Manage your time effectively and review your answers before submitting your exam booklet. Dear students, enter the examination hall with confidence and composure. This is your first university final examination experience, and success begins with a single step. Tomorrow marks the first step in your academic examination journey. We wish you a successful examination, outstanding results, and a promising start filled with achievement and success. Presidency of the Department of Artificial Intelligence Al-Mustaqbal University