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Game Over: Kasparov and the Machine English The Man vs. The Machine English Queen’s gambit English Game 2 controversy English Philadelphia English Watson English Hydra English Leela Chess Zero English Stockfish English Deep Fritz English Blue Gene English Transposition table English Iterative deepening English Parallel processing English IBM RS/6000 English Endgame tablebases English Opening book English Futility pruning English Null-move reduction English 1997 match English 1996 match English VLSI chip English Thomas J. Watson Research Center English Carnegie Mellon University English Thomas Anantharaman (contributor to search architecture for Deep Blue) English Murray Campbell English Feng-hsiung Hsu English Deep Thought English ChipTest English IBM English Quantum Machine Learning English Automated Machine Learning English Edge AI English Foundation Model English Self-Supervised Learning (SSL) English Federated Learning English Differential Privacy English Bias in Machine Learning English Autonomous Systems English Risk Assessment English Predictive Analytics English Content-Based Filtering English Chatbot English Text Classification English Medical Image Analysis English Face Recognition English Weights & Biases English MLflow English Azure ML English Google Colab English Jupyter Notebook English Keras English Scikit-learn English Pandas English NumPy English Bias-Variance Tradeoff English Stratified Cross-Validation English k-Fold Cross-Validation English Silhouette Score English R-squared English ROC Curve English F1-Score English Recall (fraction of actual positives correctly identified) English Precision English Accuracy English Learning Rate Scheduling English Variational Autoencoder (VAE) English XGBoost English Gradient Boosting English Boosting English Bagging English Ensemble Methods English t-Distributed Stochastic Neighbor Embedding (t-SNE) English Principal Component Analysis English DBSCAN English k-Means Clustering English Naive Bayes English k-Nearest Neighbors English Decision Tree English Elastic Net English Lasso Regression English Polynomial Regression English Linear Regression English Test Set English Validation Set English Training Set English Labels English PyTorch English TensorFlow English Adversarial example English Adversarial robustness English Overfitting English Data dependency English Energy consumption English Computational cost English SHAP English LIME (Local Interpretable Model‑agnostic Explanations) English Saliency map English Interpretability English Recommendation system English