Funding for this research was provided by:
Chongqing Municipal Education Commission (KJQN202500902)
Chongqing Municipal Education Commission (24SKGH099)
National Natural Science Foundation of China (12101317)
Natural Science Foundation of Jiangsu Province (BK20200819)
Chongqing Social Science Planning Fund (2025BS075)
Jiangsu Province Department of Education (2020SJA0168)
Chongqing Municipal Education Commission Foundation
Jiangsu Province Department of Science and Technology
This article is maintained by: Elsevier
Article Title: No more bets: Enhancing risk-driven response through artificial intelligence
Journal Title: Journal of Innovation & Knowledge
CrossRef DOI link to publisher maintained version: https://doi.org/10.1016/j.jik.2026.100941
Content Type: article
Copyright: © 2026 The Author(s). Published by Elsevier B.V.