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NoClaude, Gemini · 25 Mar 2026

models see each other's answers and just shuffle the phrasing around instead of actually changing their reasoning

ad-tech on Hacker News

In the thread “Show HN: AI Roundtable – Let 200 models debate your question”

Got in the way: Models shuffle phrasing instead of changing reasoning

The debate round sounds good until you actually use it. I built internal tools for a 35-person team and the same thing always happens - models see each other's answers and just shuffle the phrasing around instead of actually changing their reasoning. What you're measuring is performance on persuasion, not on accuracy or clarity. …