In an era when generative AI systems are reshaping industries, openness and transparency are essential for building confidence among stakeholders. Through real-world examples, we’ll examine the challenges of building trustworthy, reliable AI models, and how business leaders and researchers can ensure AI systems operate as expected while continuing to evolve responsibly.