Explore the boundaries and potential of scientific creativity in this 32-minute conference talk examining the fundamental limits of creative scientific thinking, methods for approaching these limits, and strategies for transcending them. Delve into theoretical frameworks and practical approaches that define how scientific innovation occurs, understand the constraints that shape creative processes in research, and discover techniques for pushing beyond conventional boundaries in scientific discovery. Learn from insights presented at the SciFM25 Conference's Creativity, Novelty, and Emergence session, gaining valuable perspectives on how creativity functions within scientific contexts and how researchers can maximize their innovative potential while navigating the inherent limitations of scientific inquiry.