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arxiv_llm_reliability · Jul 23, 2026 · paper
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Euclid-MCP: A Model Context Protocol Server for Deterministic Logical Reasoning via Prolog
arxiv.orgJul 23, 2026
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In brief
Large Language Models (LLMs) excel at natural language understanding and generation but remain unreliable for multi-step logical reasoning, especially in safety-critical or compliance-sensitive domains. Recent neuro-s...
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