Essays and field notes on ontologies, semantic frameworks, and why so many AI initiatives quietly fail. Written by the team building the fix.
Avoid failure in your next AI initiative by giving it the context, transparency, and adaptability it needs.
↗How an ontology extension strategy works in practice — with applications you can steal.
↗Building ontologies is essential yet notoriously difficult. Here's why, and what changes when it's automated.
↗How upper ontologies give AI systems deeper, context-aware reasoning — a primer.
↗Semantic knowledge graphs in medical imaging and clinical decision support. Published on Hugging Face.
↗Automating the intelligence cycle: RAG meets semantic knowledge graphs. Published on HackerNoon.
↗External pieces (Hugging Face, HackerNoon) open on their publishers’ sites.