The rapid rise of AI presents both opportunities and challenges for businesses, necessitating careful planning and strategic implementation. Microsoft's failed experiment with the Tay chatbot underscores the importance of using rich, quality data to train AI models effectively. Companies must adopt a 'Person Plus AI' strategy that enhances human capabilities, rather than replacing them, to ensure sustainable growth. For startups, implementing principles like NUPP can significantly improve efficiency as they scale, providing a unified approach to project management. Additionally, AI startups must manage GPU cloud costs effectively through strategies like autoscaling, using spot instances, and committed use contracts to maintain financial viability.