Tag: interpretability
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The Difference Between Legible and Predictable
An explanation can illuminate a mechanism without illuminating everything that mechanism may become. A system can become easier to read without becoming easy to predict. The distinction sounds small until it begins to change what an explanation is allowed to promise. Consider a simple task: identifying clocks among a collection of images. A system succeeds…
