To improve candidates' ability to formulate arguments in essays, techniques like brainstorming and outlining can be extremely helpful. Engaging with diverse literature and current affairs allows for a wider range of perspectives. Practicing "point-counterpoint" techniques also facilitates the examination of contrasting views, aiding in building coherent and logical arguments. Additionally, receiving feedback from mentors or peer groups can refine thought processes, helping candidates articulate their ideas more effectively. Regular writing practice accompanied by critical feedback enhances clarity and persuasiveness in written communication.