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Barry L. Bentley

4 papers hereh-index 13 citations7 works total

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

author position
  • last author4

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

fields
  • cs.AI2
  • cs.CY1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

most citedOperational Hallucination and Safety Drift in AI Agents

1 citations · 1 across the 1 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

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.CY2026

Rethinking AI Literacy Education in Higher Education: Bridging Risk Perception and Responsible Adoption

Shasha Yu, Fiona Carroll, Barry L. Bentley

As AI becomes increasingly embedded across societal domains, understanding how future AI practitioners, particularly technology students, perceive its risks is essential for respon…

cs.SE2026

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…

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