190 citations
- Cardiff UniversityGB7 papers
- Microsoft Research (United Kingdom)GB3 papers
- Rochester Institute of TechnologyUS2 papers
- University of AllahabadIN2 papers
- University of BirminghamGB2 papers
- University of CambridgeGB2 papers
- University of South WalesGB2 papers
- University of Wales Institute CardiffSG2 papers
- Adobe Systems (United States)US1 paper
- ARC Centre of Excellence for Gravitational Wave DiscoveryAU1 paper
- Beijing Tongren HospitalCN1 paper
- California Institute of TechnologyUS1 paper
Showing cs.AIShow all
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cs.AI2026★ 1 cited
Operational Hallucination and Safety Drift in AI Agents
Shasha Yu, Fiona Carroll, Barry L. Bentley
Large language models (LLMs) serving as planners in tool-using autonomous agents introduce dynamic reliability risks in multi-turn execution. While single-turn safety mechanisms ar…
cs.AI2018★ 83 cited
Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems
Richard Tomsett, Dave Braines, Dan Harborne +2
Several researchers have argued that a machine learning system's interpretability should be defined in relation to a specific agent or task: we should not ask if the system is inte…