3 papers
cs.AI2026
Causal Behavioral Evaluation of AI Agents at Scale via Automated Behavioral Science
Soo Yong Lee, Jongha Lee, Jaewan Chun +8
As AI agents are increasingly deployed in complex and new environments, knowing the conditions that influence their behavior becomes an indispensable step for their reliable and sa…
cs.HC2025
Inducing State Anxiety in LLM Agents Reproduces Human-Like Biases in Consumer Decision-Making
Ziv Ben-Zion, Zohar Elyoseph, Tobias Spiller +1
Large language models (LLMs) are rapidly evolving from text generators to autonomous agents, raising urgent questions about their reliability in real-world contexts. Stress and anx…
cs.HC2025
Detecting and Preventing Harmful Behaviors in AI Companions: Development and Evaluation of the SHIELD Supervisory System
Ziv Ben-Zion, Paul Raffelhüschen, Max Zettl +4
AI companions powered by large language models (LLMs) are increasingly integrated into users' daily lives, offering emotional support and companionship. While existing safety syste…