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A wild idea: Abstract reality using ontology
用本体论抽象现实，探索降低LLM资源消耗的新思路，让大模型在CPU上飞驰
# A Wild Idea: Abstract Reality with Ontology ## Background Large language models (LLMs) debuted with GPT-3 back in June 2020. After roughly five to s…
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Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning
利用本体论引导多智能体推理实现大模型文化对齐，ICML 2026 最新成果。
arXiv:2601.21700v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) increasingly support culturally sensitive decision making, yet …
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Provably Auditable and Safe LLM Agents from Human-Authored Ontologies
基于人类编写本体论，实现LLM代理的可证明安全与可审计性，为智能体可靠性提供新路径。
arXiv:2606.04903v1 Announce Type: cross Abstract: We introduce the LLM agent architecture Agentic Redux, intended for use with nontrivial problem doma…