Outrageously Funny Search Suggestion Engine :: Explanation Computing

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What is the definition of Explanation Computing? 🙋

👉 Explanation computing is a field that focuses on providing clear, understandable, and contextually relevant explanations for complex computational processes and results, making intricate technical information accessible to a broader audience. It bridges the gap between technical experts and non-experts by translating algorithmic operations, data transformations, and model predictions into human-readable narratives. This approach emphasizes clarity, ensuring users grasp
why
a system behaves in a certain way, not just
how
. By integrating natural language processing and domain-specific knowledge, explanation computing enhances transparency, builds trust in AI systems, and empowers users to validate, debug, or collaborate with computational tools effectively, even when dealing with black-box models or non-technical queries.


explanation computing

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