Tag: XAI
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The LoD Protocol: An Architecture for Resolving the Core Dilemma of Human-AI Partnership
1. The Core Dilemma: Cognitive Load vs. Contextual Depth At the heart of every meaningful collaboration lies a fundamental tension: the need for deep, shared context clashes with the reality of finite cognitive resources. In human-AI partnership, this tension is amplified to an extreme. For an AI to be a true partner, it requires a…
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Explainable AI (XAI): Why AI Transparency is the Future
Would You Trust an AI That Can’t Explain Itself? Imagine a doctor using AI to diagnose a patient—but no one knows how the AI reached its conclusion. Would you trust it? This is the challenge of black-box AI, where powerful models make decisions without revealing their reasoning. Enter Explainable AI (XAI)—a movement towards AI systems…