AI Large-Model Wave and Transformation Guide

Nov 4, 2026 · Artificial Intelligence

Why OntoL and Palantir Abandon OWL2/SWRL for Explicit Reasoning

This article compares implicit reasoning (OWL2/SWRL) with explicit reasoning (OntoL/Palantir), explaining why industrial knowledge graph systems prefer explicit reasoning for auditability, traceability, temporal/spatial reasoning, and performance in dynamic, open-world scenarios like manufacturing and intelligence analysis.