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		<title>AI Writing on AIBussin — AI applications, systems and books</title>
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				<title>The “Negative Contrast Trap”: Why AI Writing Overuses “Not X, But Y”</title>
				<link>https://aibussin.com/post/not/</link>
				<pubDate>Tue, 10 Mar 2026 12:35:56 +0000</pubDate>
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				<description>&lt;p&gt;Read enough AI prose and a rhythm starts to appear. Not fear. Not relief. Not strategy.Once you see it, you cannot unsee it.&lt;/p&gt;&#xA;&lt;h2 id=&#34;-abstract&#34;&gt;🧠 Abstract&lt;/h2&gt;&#xA;&lt;p&gt;Large language models frequently produce rhetorical constructions such as &lt;em&gt;“not fear, but relief”&lt;/em&gt; or &lt;em&gt;“not intelligence, but memory.”&lt;/em&gt; 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 &lt;strong&gt;Negative Contrast Trap&lt;/strong&gt;, explains why it emerges from statistical language modeling, and proposes practical methods to detect and mitigate it in AI-assisted writing systems.&lt;/p&gt;</description>
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