The article investigates the effect of AI’s overconfidence and underconfidence on human trust, their acceptance of AI suggestions, and collaboration outcomes. It reveals that disclosing AI confidence levels and performance…
Continue readingThe paper discusses the development of WildfireGPT, an LLM agent tailored for wildfire analysis. The model is designed to provide accurate, specific information on wildfire risks, enhanced with additional context…
Continue readingThis research investigates the capabilities of Large Language Models (LLMs) in debate-based opinion consensus formation. It tests LLMs in environments involving humans only, agents and humans, and agents only. The…
Continue readingThe article introduces SceMQA, a new benchmark for scientific multimodal question answering at the college entrance level. It covers core science subjects including Mathematics, Physics, Chemistry, and Biology. The benchmark…
Continue readingThe article introduces MIPS (Mechanistic-Interpretability-based Program Synthesis), an automated method that distills simple learned algorithms from neural networks into Python code. This approach is used to interpret and understand black-box…
Continue readingThe study presents a novel approach to legal reasoning, integrating AI to navigate complexities and biases in global jurisprudence. It leverages advanced language models and a human-AI collaborative framework. The…
Continue readingThis paper presents a study on improving Weak-to-Strong Generalization (W2SG) under the framework of superalignment, a concept that ensures high-level AI systems remain consistent with human values when dealing with…
Continue readingThe paper explores the increasing security risks associated with the use of AI and machine learning in healthcare systems. The authors demonstrate these risks through a case study of an…
Continue readingThe article presents a study investigating the impact of AI-generated ideas on human creativity and idea diversity. Over 800 participants from more than 40 countries were exposed to ideas generated…
Continue readingThe article explores the gap between the information provided by AI systems and the information needs of people affected by algorithmic decision-making. It introduces the ‘XAI Novice Question Bank’, a…
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