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AI Integrity

Joe Ilunjo

Description Your AI is making things up. Your AI is discriminating. And you're legally responsible. After mastering AI basics, you discovered the terrifying truth: AI hallucinates facts, amplifies biases, and operates in legal gray zones. AI...

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Opening Credits

1/1/2025
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Introduction: The Trust Gap

1/1/2025
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Chapter 1: The High Stakes of AI Failure

1/1/2025
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Chapter 2: Deconstructing Bias It’s in the Data, Not the Code

1/1/2025
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Chapter 3: Why AI Hallucinates and Confidently Lies

1/1/2025
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Chapter 4: The Bias Audit Framework

1/1/2025
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Chapter 5: De-biasing Data with Synthetic Oversampling

1/1/2025
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Chapter 6: Algorithmic Fairness Implementing Fairlearn and IBM AIF360

1/1/2025
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Chapter 7: Grounding AI with Retrieval-Augmented Generation (RAG)

1/1/2025
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Chapter 8: Prompt Engineering for Truthfulness

1/1/2025
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Chapter 9: The Red-Teaming Lab—Stress-Testing for Hallucinations

1/1/2025
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Chapter 10: The AI Integrity Dashboard

1/1/2025
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Chapter 11: The Human-in-the-Loop Framework

1/1/2025
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Chapter 12: The Ethics and Compliance Blueprint

1/1/2025
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About the author

1/1/2025
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Ending Credits

1/1/2025