Artificial Intelligence (AI) has become a transformative force across industries, reshaping sectors such as healthcare, finance, education, and national security. However, as AI systems become increasingly integrated into everyday life, concerns about algorithmic biases, deepfakes, system failures, and unintended consequences have surged. These AI-related incidents pose significant risks to individuals, organizations, and society, eroding public trust in AI technologies. Addressing these risks requires a systematic and standardized approach to AI incident reporting that ensures transparency, accountability, and continuous improvement in AI deployment. A recent study titled "Advancing Trustworthy AI for Sustainable Development: Recommendations for Standardizing AI Incident Reporting" by Avinash...