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Fiona Carroll

4 papers hereh-index 1346 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1
  • cs.SE1
same name
  • Fiona Carroll — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedOperational Hallucination and Safety Drift in AI Agents

1 citations · 3 across the 3 of their papers we have counts for

collaborators

4 papers

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.AI2026★ 1 cited

The A-R Behavioral Space: Execution-Level Profiling of Tool-Using Language Model Agents in Organizational Deployment

Shasha Yu, Fiona Carroll, Barry L. Bentley

Large language models (LLMs) are increasingly deployed as tool-augmented agents capable of executing system-level operations. While existing benchmarks primarily assess textual ali…

cs.SE2026★ 1 cited

The Causal Impact of Tool Affordance on Safety Alignment in LLM Agents

Shasha Yu, Fiona Carroll, Barry L. Bentley

Large language models (LLMs) are increasingly deployed as agents with access to executable tools, enabling direct interaction with external systems. However, most safety evaluation…

cs.LG2024

Generative Artificial Intelligence: A Systematic Review and Applications

Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar +1

In recent years, the study of artificial intelligence (AI) has undergone a paradigm shift. This has been propelled by the groundbreaking capabilities of generative models both in s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.