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arxiv: 2607.10645 · 2 revisions

MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games

1. 2026-08-02 CONDITIONAL MODERATE v1.3.0-alltime-deepseek novelty 6.0
   136159 ms 13796 in 13194 out 2026-08-02T07:09:32.982539+00:00
2. 2026-07-14 CONDITIONAL HIGH v1.1.0-grok45 novelty 7.0
   56217 ms 19357 in 3477 out 2026-07-14T10:14:34.179449+00:00