TL;DR Expert knowledge is more than facts, rules, procedures, or recipes. Its greatest value often appears when the normal procedure runs out: an unfamiliar failure, an ambiguous observation, or a situation for which no one has already written the answer. Experts draw on a mental model of how the world works, form competing explanations, predict … Continue reading Reasoning Under Imperfect Information
Tag: ontology
Beyond Ontologies: OODA Loop Knowledge Graph Structures
Introduction: Structuring OODA Loop for Real-World Decision Intelligence Decision-making isn’t just about research—it also involves adapting to change faster than the competition, seizing what can be ephemeral openings for opportunity. The OODA loop—Observe, Orient, Decide, Act—is a well-known model for this, originally developed for military strategy but applicable everywhere from business intelligence to AI-driven automation. … Continue reading Beyond Ontologies: OODA Loop Knowledge Graph Structures

