Ilia Karpov

HSE University

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Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)

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Jul 12, 2026

HSE UniversityJul 12, 2026

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

LLM agents exhibit strikingly poor self-awareness, misjudging their social reasoning capabilities and confidence levels in social deduction scenarios.

Ilia Karpov

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

Ilia Karpov

Research focus

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Ilia Karpov

Research focus

Papers (1)