By systematically comparing these models, this research provides actionable insights for NLP researchers and industry practitioners seeking to harness LLMs for summarization.
As we enter an era where artificial intelligence shapes our understanding of ourselves, we must ask not only what these models say, but whom they leave out—and why.
In short, structured prompts may lead to better outcomes—but only when embedded within a broader educational strategy that values thoughtful engagement,