Tagged articles

Model-Data Resonance

2 articles · Page 1 of 1
Data Bricklaying Diary
Data Bricklaying Diary
Aug 8, 2026 · Artificial Intelligence

Why Large Models Alone Fail in Industry AI: The Semantic Platform Gap

The article argues that industry AI requires a semantic platform to connect large models, data platforms, and business scenarios by structuring business objects, processes, states, rules, evidence, and action contracts, enabling verifiable, traceable agent execution and continuous model-data resonance.

AI agentsIndustry AILarge Language Models
0 likes · 12 min read
Why Large Models Alone Fail in Industry AI: The Semantic Platform Gap
Data Bricklaying Diary
Data Bricklaying Diary
Jul 3, 2026 · Artificial Intelligence

Building Industry AI Semantic Foundations: MBSE Guides OPM & Ontology

The article argues that an industry AI semantic foundation requires MBSE to define system boundaries and verification loops, OPM to model objects, processes, and state changes, and ontology to consolidate unified semantic assets, providing a five-step implementation path for continuous model-data resonance.

Industry AIKnowledge RepresentationMBSE
0 likes · 20 min read
Building Industry AI Semantic Foundations: MBSE Guides OPM & Ontology