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Blockchain Tethered AI by Karen Kilroy, Lynn Riley & Deepak Bhatta is a book available to read on EtoBox.
What is Blockchain Tethered AI about?
Remove your doubts about AI and explore how this technology can be future-proofed using blockchain's smart contracts and tamper-evident ledgers. With this practical book, system architects, software engineers, and systems solution specialists will learn how enterprise blockchain provides permanent provenance of AI, removes the mystery, and allows you to validate AI before it's ever used. Preface 8 Why Does AI Need to Be Tethered? 9 What You Will Learn 11 Why We Wrote This Book 13 A Note to Future Generations 18 Summary 19 Conventions Used in This Book 20 Using Code Examples 21 O’Reilly Online Learning 22 How to Contact Us 22 Acknowledgements 23 1. Why Build a Blockchain Truth Machine for AI? 26 Dissecting AI’s Trust Deficit 26 Machine Learning Concerns 31 Opaque Box Algorithms 32 Genetic Algorithms 35 Data Quality, Outliers, and Edge Cases 35 Supervised Versus Unsupervised ML 38 Reinforcement Learning and Deep Learning 40 Program Synthesis 41 Auto-complete 42 Smart Compose 42 Codex 44 Copilot 45 Microsoft AI helper for Minecraft 46 Controlling program synthesis 47 Superintelligent Agents 47 Technological Singularity 48 Attacks and Failures 49 Model/Data Drift 49 Adversarial Data At
- Author
- Karen Kilroy, Lynn Riley & Deepak Bhatta
- Publisher
- O'Reilly Media, Incorporated
- Language
- EN
- ISBN
- 9781098130541
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