# The role of artificial intelligence for early warning systems: Status, applicability, guardrails, and ways forward

> Research article (iScience, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4414805087](https://www.wikidata.org/wiki/openalex:W4414805087)  
**Source**: https://4ort.xyz/entity/the-role-of-artificial-intelligence-for-early-warning-systems-status-applicability-guardrails-and-ways-forward