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From Prediction to Intervention

中文摘要

现代机器学习过度关注预测,本文探讨了从单纯预测向主动干预的转变。

English Summary

Machine learning focuses on prediction, but the article argues for a shift toward active intervention to achieve real-world impact.

Original Excerpt

Modern machine learning is obsessed with prediction. We tune architectures to reduce ℓ2 ​ loss, optimize ROC-AUC, and celebrate when our… Continue reading on Medium »