Contents: 1. Computing Hardware 2. The Integrated Circuit 3. Software 4. Open Source Software 5. Expert Systems 6. Inverted Decision Tree 7. Deep Blue 8. Jeopardy and Miss Debater 9. The Perceptron 10. Parameterization 11. Gradient Descent and Backpropagation 12. The Cross-Entropy Cost Function 13. Convolutional Neural Networks 14. Imagenet and Model Fitting 15. Markov Chain Monte Carlo Simulation 16. Reinforcement Learning 17. AlphaGo 18. Game Theory 19. Predictive Analytics 20. Support Vector Machines 21. Top-Down Speech Recognition 22. Bottom-Up Speech Recognition 23. Speech Synthesis 24. RBMs, GANs, and LFCF 25. LLMs and GPTs 26. Massive Parallel Processing and
Supercompuers 27. Quantum Computing 28. Industrial Robots: Robot Physicians 29. Autonomous Vehicles 30. Exoplanets/Exomoon Astronomer 31. Protein Folding 32. Intelligence 33. The
AI Singularity |