# Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

> Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2025) · cited 28× · AI/ML

**Wikidata**: [openalex:W4409348652](https://www.wikidata.org/wiki/openalex:W4409348652)  
**Source**: https://4ort.xyz/entity/human-in-the-loop-or-ai-in-the-loop-automate-or-collaborate