9 results found

John Garcia

Can large language model (LLM) agents serve as proxies for human investors in behavioral finance experiments? I deploy 96 GPT-4-family agents in a staggered difference-in-differences design, exposing ...

Research Square 2026-04-23 rs-9372266
Investor attention retail trading behavioral finance Generative AI difference-in-differences LLM agents

Pantaleon Fassbender

As Large Language Models (LLMs) are increasingly deployed in autonomous, high-stakes environments, the fragility of current Reinforcement Learning from Human Feedback (RLHF) alignment protocols remain...

Research Square 2026-04-22 rs-9487834
Machine Psychology AI Psychometrics Large Language Models (LLMs) Ontological Dissonance AI Alignment Constraints Cognitive Narrowing Reinforcement Learning from Human Feedback (RLHF)

Wenhui LIU, Yanjun ZHANG

Hallucination in large language model-generated summaries poses a critical safety challenge for knowledge-intensive domains such as Chinese history and culture. Existing faithfulness detection methods...

International Journal of Computational Intelligence Systems 2026-04-22 rs-9131850
hallucination safety detection semantic alignment Chinese historical and cultural text faithfulness classification feature representation

Yair Oppenheim

This paper introduces an empirical extension of the Deep Personal Privacy (DPP) framework, a novel paradigm that reconceptualizes privacy as resistance to inference rather than mere control over data ...

Research Square 2026-04-21 rs-9456245
Deep Personal Privacy (DPP) Inference-Based Privacy Privacy Impedance Inference Resistance Large Language Models (LLMs) Semantic Alignment Cosine Similarity Embedding Perturbation Dual Shifting Transformation Epistemic Privacy Privacy Engineering GDPR EU AI Act

Gaith Rjoub, Jamal Bentahar, Shahed Almobydeen, Ayoub Alsarhan

The large-scale deployment of Large Language Models (LLMs) is constrained by significant energy consumption and operational costs, with inference accounting for up to 90% of the total energy footprint...

Evolutionary Intelligence 2026-04-21 rs-9252320
Large Language Models (LLMs) Energy-Latency-Quality (ELQ) Optimization Carbon-Aware Scheduling Green AI / Sustainable AI Efficient LLM Inference Adaptive Inference Systems

Ylenia D'elia, Nicole Caballa, Caitlin Nguyen, Xuege Tong, Akila Kadambi, Lisa Aziz-Zadeh

Large language model (LLM)-based chatbots are increasingly integrated into various sectors of people's lives, including education, healthcare, and retail. As they become more ubiquitous, safety concer...

Humanities and Social Sciences Communications 2026-04-21 rs-9224936
Anthropomorphism large language models LLMs chatbots system-level factors user-level factors

Tamas Olah, Marianna Abuczki

This paper studies whether large language models (LLMs) express systematically different opinions on contested questions in development economics and political economy, and whether those opinions are ...

Discover Artificial Intelligence 2026-04-21 rs-9211650
AI LLM Latin America Inequality Cohesion Economic Development

Jackson Beem, Amine Barrak, Emna Ksontini

Large language models are increasingly embedded across the DevOps pipeline, from planning and code generation to testing and deployment, yet multi-agent LLM pipelines remain opaque: errors propagate s...

Automated Software Engineering 2026-04-21 rs-9350097
Multi-agent LLM pipelines Role specialization Accountability Traceability Code generation Execution-based verification Pipeline design

Jiaee Cheong, Diana S. Chen, William Leung, Cody Chou, Cheryl M. Corcoran, Sinead Kelly, Carrie E. Bearden, Guillermo Cecchi, Justin T. Baker, John M. Kane, Scott W. Woods, Martha E. Shenton, Barnaby Nelson, John Torous

Large language models (LLMs) are increasingly deployed to assess, diagnose, and predict clinical symptoms and outcomes from textual data. However, prior work has shown that LLMs are susceptible to hal...

Research Square 2026-04-20 rs-9394250
automated text analysis clinical safety large language models
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