AI Hardware
Cross-Entropy Loss: Derived from Probability, Not Pulled from Thin Air—And Why It Still Fails You
95% of top Kaggle classifiers run on cross-entropy loss. But do their creators know it's just maximum likelihood dressed in optimizer clothes? Let's tear it apart.