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Interpretable machine learning through teaching
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Brief
We’ve designed a method that encourages AIs to teach each other with examples that also make sense to humans. Our approach automatically selects the most informative examples to teach a concept—for instance, the best images to describe the concept of dogs—and experimentally we found our approach to be effective at teaching both AIs
Why It Matters
Ia membantu menjadikan tingkah laku model lebih boleh difahami dan mempermudah penilaian serta penggunaan AI oleh manusia.