The field of AI has seen significant advancements, but there is concern that innovation of novel ideas is stagnating.AI development focuses on scaling existing technologies rather than inventing new methodologies or concepts.Commercial viability and risk aversion contribute to the lack of novel ideas in AI.Diverse datasets, interdisciplinary collaboration, and ethical considerations are essential for fostering innovation in AI.