Agentic AI Challenges Team Situation Awareness Assumptions

A March 5, 2026 arXiv preprint by Yingjie Zhang argues that the rise of agentic AI systems—capable of open-ended actions, generative outputs, and evolving objectives—introduces structural uncertainty into human-AI teaming (HAT). It extends Team Situation Awareness (Team SA) theory to reconceptualize shared perception, comprehension, and projection, and outlines a research agenda to sustain continuous alignment under adaptive autonomy.
Scoring Rationale
Strong conceptual framing and broad relevance, limited by preprint status and primarily theoretical contributions without empirical validation.
Practice interview problems based on real data
1,500+ SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems


