“Artificial Intelligence’s Hidden Footprint in Environmental Engineering: A Life-Cycle Risk Assessment and the AI-ERAF Governance Framework”. American Journal of Data Science and Artificial Intelligence, vol. 1, no. 2, Dec. 2025, pp. 40-57, https://doi.org/10.54536/ajdsai.v1i2.6293.