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In the realm of artificial intelligence, OpenAI stands as a key player dedicated to the development and distribution of AI technology for the betterment of society. Its commitment to advancing AI research and ensuring long-term safety makes OpenAI a driving force in the AI community. OpenAI’s contributions, such as the development of GPT-3 and Codex, showcase its ability to create transformative AI systems. OpenAI’s dedication to long-term safety, technical leadership, and cooperative orientation ensures that AI advancements are shared and governed responsibly, fostering a global community that addresses the challenges and opportunities presented by artificial intelligence.

This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intelligence (AI), machine learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine