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Daniel Heward-Mills

@dan-hmills.bsky.social
17 followers 34 following 2 posts

Consultant @openlink

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Daniel Heward-Mills @dan-hmills.bsky.social · 08/01/2026
Nice validation for knowledge graphs in production AI 👀 New research shows LLMs grounded in structured knowledge achieve >95% accuracy and fewer hallucinations, using @OpenLink Virtuoso as the KG backend. 🔗 arxiv.org/html/2601.02... Requirement or nice-to-have as LLMs enter production?
Bar chart showing HIT@1, HIT@3, and HIT@5 accuracy across five datasets, comparing baseline large language models with models using structured, code-guided reasoning, where the code-guided approach consistently achieves higher scores.
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Daniel Heward-Mills @dan-hmills.bsky.social · 22/10/2024
Upcoming Post 🗓️ Create hallucination-free chat assistants with @openlink.bsky.social's AI Layer (OPAL) + Virtuoso, and a mock dataset. Example: bit.ly/4dULDpN #VirtuosoRDBMS #OpenAI #KnowledgeGraph #Database #GraphDatabase #SQL #SPARQL #RDF
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