CS Student Explains How He Uses AI Tools to Tackle Mandatory Writing Assignments

A computer science sophomore describes relying on AI writing tools to complete technical writing assignments, which he finds misaligned with his logic-oriented thinking. He argues the practice is a practical time-management choice, comparable to using Stack Overflow for debugging rather than an ethical compromise. His key finding is that generic AI prompts produce poor results for CS courses, since professors expect students to engage with specific class frameworks and content. To counter this, he developed a "context dump" method, feeding the AI assignment instructions, lecture notes, readings, and personal bullet points before generating a draft. He estimates this preparation takes 20–30 minutes per major assignment, which he considers far more efficient than writing from scratch while yielding course-relevant output.