The Way Forward

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 getting a taste of 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.