This article presents a survey of 430 professors from universities in the USA and India to understand their perspectives on scientific processes and reproducibility. The study identifies national and disciplinary…
Continue readingThis article introduces CroissantLLM, a 1.3 billion language model trained on 3 trillion English and French tokens. It is a high-performance, fully open-source bilingual model that operates on consumer-grade local…
Continue readingAs our environments become increasingly connected, it becomes harder for users to understand what is happening and why. There are concerns about data misuse, privacy, and surveillance. This paper explores…
Continue readingThe study investigates whether incorporating human preferences in Reinforcement Learning (RL) can enhance the transparency of robot behaviours. A shielding mechanism is integrated into the RL algorithm to monitor the…
Continue readingThe authors propose a human-centred explanation method for rule-based automated decision-making systems in the legal sector. The method involves developing a conceptual framework for creating explanation methods, which includes key…
Continue readingThe article discusses an emerging area called Representation Engineering (RepE). This approach aims to increase the transparency of AI systems using insights from cognitive neuroscience. RepE focuses on population-level representations…
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