AI Large-Model Wave and Transformation Guide
Jun 17, 2026 · Artificial Intelligence
Don’t Mix Prediction, Reasoning, Inference, and Decision in the Ontology Era
The article explains how prediction, reasoning, and inference differ, why a pure prediction model leaves the decision chain broken, and how a dynamic ontology‑driven feature framework—temporal, functional, and relational features—creates explainable, verifiable, and iterative decision loops.
decision makingdynamic ontologyfeature engineering
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