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Tested 4 brand new frontier models (2 Chinese, 1 diffusion, 1 agent-focused) with a riddle that has no logical shortcut. One of them fabricated sources four times in a row.

Reddit r/artificial · 2026-07-03

A test of four new frontier AI models (MiMo-V2.5-Pro, MiniMax M3, Mercury 2, LongCat-2.0) using riddles that require genuine reasoning rather than pattern-matching reveals that while most models perform reasonably, LongCat-2.0 repeatedly generates fabricated information with false confidence.

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