http://programmer.ie/categories/writing/ Recent content in Writing on Programmer.ie: Modern AI programming Hugo en-us Tue, 10 Mar 2026 12:35:56 +0000 http://programmer.ie/post/not/ Tue, 10 Mar 2026 12:35:56 +0000 http://programmer.ie/post/not/ <p>Read enough AI prose and a rhythm starts to appear. Not fear. Not relief. Not strategy.Once you see it, you cannot unsee it.</p> <h2 id="-abstract">🧠 Abstract</h2> <p>Large language models frequently produce rhetorical constructions such as <em>“not fear, but relief”</em> or <em>“not intelligence, but memory.”</em> While these patterns exist in human writing, AI systems tend to overproduce them, creating repetitive and unnatural prose. This article identifies the phenomenon as the <strong>Negative Contrast Trap</strong>, explains why it emerges from statistical language modeling, and proposes practical methods to detect and mitigate it in AI-assisted writing systems.</p>