Blog
Research, engineering, and perspectives on semantic data and AI.
Feb 10, 2026·Flip Filipowski
Why Knowledge Graphs Are the Missing Layer in AI
Large language models are powerful, but they hallucinate, lack provenance, and struggle with structured reasoning. Knowledge graphs provide the missing semantic layer that grounds AI in verifiable facts.
Knowledge GraphsAI and Machine Learning
Jan 28, 2026·Brian Platz
Immutable Data Architectures for Enterprise Trust
Why append-only, immutable data architectures are essential for building trustworthy enterprise systems — from audit trails to regulatory compliance.
Immutable DataWeb3 and Decentralized Data
Jan 15, 2026·Andrew Johnson
FlureeQL vs SPARQL: Choosing the Right Query Language
A practical comparison of FlureeQL and SPARQL for querying semantic data — when to use each, syntax differences, and performance considerations.
JSON-LD and Semantic WebKnowledge Graphs
Jan 5, 2026·Sarah Chen
Building a Semantic Data Layer for RAG Pipelines
How to build a semantic data layer that improves RAG pipeline accuracy by providing structured context, relationship awareness, and provenance tracking.
AI and Machine LearningKnowledge Graphs