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The article 'Pragmatic AI' discusses the application of artificial intelligence across various fields of life and business. The author highlights how AI can be used to improve process efficiency and make better decisions. It includes examples of applications in medicine, finance, and manufacturing that illustrate the diverse possibilities this technology offers. It also emphasizes the importance of ethics and responsibility in developing AI systems to avoid potential threats associated with their use. The conclusion prompts reflection on the future of AI and its impact on society.