How to use AI to enhance the logical coherence of an article?

AI tools, particularly natural language processing (NLP) models like ChatGPT, can significantly enhance an article's logical coherence by analyzing text structure and flow. They identify weaknesses and suggest improvements to ensure ideas connect seamlessly and arguments progress logically. These tools function primarily by examining the overall structure, assessing topic flow between sentences and paragraphs, and flagging potential inconsistencies or gaps in reasoning. They detect abrupt shifts, redundant information, or unsupported claims. While AI excels at pattern recognition, critical human oversight remains essential to verify suggested revisions align with the intended argument and factual accuracy. AI outputs should be viewed as draft suggestions requiring author refinement, not definitive solutions. To implement this, provide the AI with your draft text or key sections, requesting specific feedback on logical flow or coherence issues. The tool generates insights on structural improvements, transitional phrases, or argument reinforcement needs. The author then revises iteratively, evaluating and integrating AI suggestions while maintaining control over the core message. This collaborative approach strengthens argument presentation and improves overall readability and persuasiveness.