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Agents AI Research5 min reading time

Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web

Latent.SpacePublished Jul 30, 2026

Frank Coyle, a UC Berkeley professor, advocates for integrating ontologies as logical frameworks in AI agents to enhance reasoning beyond probabilistic models like LLMs. Neo4j supports this approach with its ontology-based semantic layers for enterprise agents, leveraging established web ontologies to improve agentic system effectiveness.

#frank-coyle #neo4j #neurosymbolic-ai #ontologies #schema-org #uc-berkeley

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