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Innovating Machine Learning Techniques for Refining Extensive Language Models using Human/AI Feedback: An Exploration of Self-Play Preference Optimization (SPPO)

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMay 7, 2024189Views0Likes0Comments
Large Language Models (LLMs) have successfully replicated human-like conversational abilities and demonstrated proficiency in coding. However, they continue to grapple with the challenges of maintaining high reliability and stringent abidance to ethical and safety measures. Reinforcement Learning from Human Feedback (RLHF) or Preference-based Reinforcement Learning (PbRL) has emerged as a promising solution to help fine-tune…

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Educating Artificial Intelligence Entities Through Incentives and Punishments: An Approach to Reinforcement Learning

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 7, 2024195Views0Likes0Comments
Reinforcement learning (RL) is a branch of artificial intelligence where an agent learns to make decisions through interaction with its environment. The principles of RL rely on concepts of agents, environments, states, actions, reward signals, policies, value functions, and a balance of exploration and exploitation. Agents interact with their environment, which provides different states that form…

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Physicians often face challenges in identifying diseases through images of individuals with darker skin tones.

Artificial Intelligence, Computer science and technology, Ethics, Health care, Media Lab, Medicine, Research, School of Architecture and Planning, Social justice, Technology and society, UncategorizedMay 7, 2024209Views0Likes0Comments
A study conducted by Massachusetts Institute of Technology (MIT) researchers has revealed that physicians are less adept at diagnosing skin diseases in patients with darker skin, solely based on image analysis. This disparity was revealed in a study that involved over 1,000 dermatologists and general practitioners. The accuracy of dermatologists in characterizing images of darker…

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The inaugural Australian woman astronaut is scheduled to attend SXSW Sydney.

Finance, UncategorizedMay 7, 2024164Views0Likes0Comments
Katherine Bennell-Pegg, Australia's most recent astronaut, is gearing up to share her remarkable journey with a global audience this October. Her upcoming appearance as a speaker at the renowned South by Southwest Sydney (SXSW Sydney) event marks another milestone in Bennell-Pegg's trailblazing career. The 39-year-old astronaut, who hails from the northern beaches of Sydney, has…

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Teleradiology and AI: An Unveiling Tale of Accomplishment Across Germany and Austria

Adoption, Clinical Efficiency, Uncategorized, WorkflowMay 7, 2024165Views0Likes0Comments
Due to an increase in the need for medical imaging and a decreasing number of radiologists, teleradiology demand has dramatically increased across Germany and Austria. The amount of hospitals utilizing these services has doubled between 2018 and 2023, and this demand is only projected to continue to grow. Consequently, artificial intelligence (AI) has garnered much…

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Bots and humans occupy the internet in equal measures, resulting in an ‘inactive internet’, powered by Artificial Intelligence.

AI risks, Industry, UncategorizedMay 7, 2024181Views0Likes0Comments
The 2024 Imperva Threat Research report has revealed that nearly half (49.6%) of all internet traffic originates from non-human sources, commonly referred to as bots, bolstering the claims of the 'dead internet theory.' The theory, which began circulating on 4chan in 2019, suggests that a vast majority of web traffic is auto-generated, and this is…

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