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Review history

arxiv: 2607.21933 · 2 revisions

Semiotic logical hexagon theory for LLM logical reasoning

1. 2026-08-15 CONDITIONAL MODERATE v1.4.0-alltime-deepseek-medium novelty 4.0
   99115 ms 23792 in 11960 out 2026-08-15T15:28:52.750282+00:00
2. 2026-08-01 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 5.0
   174314 ms 23736 in 16767 out 2026-08-01T06:17:38.909236+00:00