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The Way Forward

Explore the transformative future and ethical considerations of generative AI. Learn how to apply your foundational knowledge toward building AI tools, advancing research, and responsibly shaping this evolving technology. This lesson prepares you to continue your AI journey with confidence and practical insight.

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Congratulations on reaching the end of our journey! You’ve gone from exploring the fundamentals of generative AI—what it is, how it works, and where it’s applied—to learning about the advanced techniques that make AI systems so powerful and versatile. Along the way, you learned how foundation models are built and fine-tuned, got insights into building your own AI applications, and even peeked into the future of AI research, ethics, and regulatory concerns. 

At its core, generative AI ...