TOWARD AI STANDARDS WHY CONTEXT IS CRITICAL FOR ARTIFICIAL INTELLIGENCE HELPING THE WORLD MAKE SENSE OF DATAToward AI Standards – Why Context Is Critical for Artificial Intelligence Table of Contents Introduction 1 Graph Technology & Creating Context for AI 1 Artificial Intelligence & Contextual Information 1 Context Makes AI More Robust 2 Better Predictions 2 Situational Flexibility 3 Reliability 3 Fairness 3 Trust & Explainability 4 The Promise of Graph-Native Learning 5 Conclusion 6Toward AI Standards – Why Context Is Critical for Artificial Intelligence Introduction The potential power of artificial intelligence is expansive and will be used in ways we cannot yet imagine. Despite, and perhaps because of this, we have a duty to guide its development and application in ways that

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