Ethical AI - J Crowd, Hawkings
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Ethical AI: Mitigating Bias in Large Language Models In the age of artificial intelligence, large language models (LLMs) are transforming industries and reshaping our world.1However, the potential for bias within these powerful systems raises serious ethical concerns.2 This book delves into the critical issue of bias in LLMs, exploring its origins, manifestations, and potential consequences. It provides a comprehensive framework for understanding and mitigating bias, offering practical strategies and technical solutions for developers, researchers, and policymakers. Key Topics: * The nature of…mehr

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Ethical AI: Mitigating Bias in Large Language Models In the age of artificial intelligence, large language models (LLMs) are transforming industries and reshaping our world.1However, the potential for bias within these powerful systems raises serious ethical concerns.2 This book delves into the critical issue of bias in LLMs, exploring its origins, manifestations, and potential consequences. It provides a comprehensive framework for understanding and mitigating bias, offering practical strategies and technical solutions for developers, researchers, and policymakers. Key Topics: * The nature of bias in LLMs * The origins and sources of bias * The impact of bias on individuals and society * Ethical considerations and responsible AI development * Mitigating bias through data curation, model training, and post-processing techniques * The role of diversity and inclusion in AI development * The future of ethical AI and LLMs Who Should Read This Book: * AI researchers and developers * Data scientists and engineers * Policymakers and regulators * Business leaders and technology executives * Anyone interested in the ethical implications of AI
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