AI faces significant challenges, including low trustworthiness, inadequate validation and verification methods, lack of assurance, immature technology, prohibitive development and energy costs, and a shortage of expertise and understanding of emerging regulations. As a result, its use in critical decision-making within society and professional organisations remains limited. Should we skip it or fix it?