Uncertainty-Aware AI: Towards More Reliable and Responsible Systems
In recent years, artificial intelligence (AI) has revolutionized various sectors, from healthcare to finance, transforming how we live and work. However, despite its impressive advancements, AI systems still grapple with a significant challenge: uncertainty. “uncertainty in AI” refers to the unpredictability of AI models’ decision-making processes. Addressing this uncertainty is crucial for developing more reliable…