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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 …
3
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
LLM自动生成研究主题本体，多学科验证展现高效与准确性，让知识组织更智能。
arXiv:2508.20693v2 Announce Type: replace-cross Abstract: Ontologies and taxonomies of research fields are critical for managing and organising scient…
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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…
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Ask HN: Will Ontology become the new paradigm for AI Coding?
本体论或重构AI编码范式，解决LLM生成代码的松耦合与维护难题
I think code is abstraction of reality. Modern AI Coding relies on LLMs translating natural language into code, suffering from loose coupling between …
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Orchestration problems hurt legal AI
揭示法律AI的核心困境——编排问题如何拖累应用，法律科技从业者必看。
Article URL: https://lexifina.com/blog/legal-ontologies-for-ai Comments URL: https://news.ycombinator.com/item?id=48256327 Points: 1 # Comments: 0