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Command R and R+ from Cohere are now accessible on Amazon SageMaker JumpStart.

Amazon SageMaker, Amazon SageMaker JumpStart, Announcements, Artificial Intelligence, UncategorizedApril 30, 202446Views0Likes0Comments
Cohere, in collaboration with Amazon, has made available its foundational models of Command R and R+ on Amazon SageMaker JumpStart, a system allowing users to deploy and run inferences. These models are the latest in retrieval augmented generation (RAG), delivering enterprise-grade workloads through efficient, accurate, and scalable language models. The tool supports multiple languages, including…

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This machine learning paper, produced by ICMC-USP, NYU, and Capital-One, presents a new AI structure known as T-Explainer, designed to provide consistent and credible explanations of machine learning models.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 29, 202429Views0Likes0Comments
Machine learning models, as they become more complex, often begin to resemble "black boxes" where the decision-making process is unclear. This lack of transparency can hinder understanding and trust in decision-making, particularly in critical fields such as healthcare and finance. Traditional methods for making these models more transparent have often suffered from inconsistencies. One such…

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Mistral.rs: A Super-Speedy LLM Inference Platform that Offers Device Compatibility, Quantization Features, and a Open-AI API Compatible HTTP Server with Python Bindings.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 29, 202442Views0Likes0Comments
Artificial intelligence face challenges in ensuring efficient processing of information by language models. A frequent issue is the slow response time of these models when generating text or answering questions, particularly inconvenient for real-time applications such as chatbots or voice assistants. Existing solutions to increase speed and incorporate optimization techniques are currently lacking in universal…

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Cleanlab presents the Reliable Language Model (TLM), a solution aimed at resolving the main obstacle to businesses adopting LLMs, which is their erratic outputs and hallucinations.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 29, 202435Views0Likes0Comments
A recent Gartner poll highlighted that while 55% of organizations experiment with generative AI, only 10% have implemented it in production. The main barrier in transitioning to production is the erroneous outputs or 'hallucinations' produced by large language models (LLMs). These inaccuracies can create significant issues, particularly in applications that need accurate results, such as…

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DeepMind’s AI Research Paper Presents Gecko: Establishing New Benchmarks in Evaluating Text-to-Image Models

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 29, 202435Views0Likes0Comments
Text-to-image (T2I) models, which transform written descriptions into visual images, are pushing boundaries in the field of computer vision. The principal challenge lies in the model's capability to accurately represent the fine-detail specified in the corresponding text, and despite generally high visual quality, there often exists a significant disparity between the intended description and the…

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Apple’s AI study presents a pre-training technique for visual models that is weakly-supervised and uses publicly accessible large-scale image-text data from the internet.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Tech News, Technology, UncategorizedApril 29, 202435Views0Likes0Comments
Contrastive learning has emerged as a powerful tool for training models in recent times. It is used to learn efficient visual representations by aligning image and text embeddings. However, a tricky aspect of contrastive learning is the extensive computation required for pairwise similarity between image and text pairs, particularly when working with large-scale datasets. This issue…

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A versatile approach to assist animators in enhancing their animation skills.

Algorithms, Artificial Intelligence, Arts, Augmented and virtual reality, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Computer vision, Electrical Engineering & Computer Science (eecs), Mathematics, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, National Science Foundation (NSF), Research, UncategorizedApril 29, 202446Views0Likes0Comments
A team from the Massachusetts Institute of Technology (MIT) has created a technique that allows animators to have a more significant scale of control over their works. The researchers have developed a method that produces mathematical functions known as "barycentric coordinates," which indicate how 2D and 3D shapes can move, stretch, and contour in space.…

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MIT researchers have utilized artificial intelligence to discover a new category of potential antibiotics.

Antibiotics, Artificial Intelligence, Biological engineering, Broad Institute, Drug discovery, Drug resistance, Institute for Medical Engineering and Science (IMES), Jameel Clinic, Machine learning, Research, School of Engineering, UncategorizedApril 29, 202443Views0Likes0Comments
MIT researchers, using deep learning techniques, have discovered compounds that can effectively combat methicillin-resistant Staphylococcus aureus (MRSA). This drug-resistant bacterium annually leads to over 10,000 deaths in the United States alone. Detailed in a study published in Nature, the compounds not only successfully killed MRSA in laboratory and mice model tests, but also showed significantly…

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Review of MIT’s Media Highlights in 2023

academics, Administration, Alumni/ae, Artificial Intelligence, astronomy and planetary science, Boston and region, Cambridge, Climate change, Community, Computer science and technology, Diversity and inclusion, Education, Faculty, Global, Government, Health sciences and technology, Innovation and Entrepreneurship (I&E), MIT Schwarzman College of Computing, MIT Sloan School of Management, Policy, President Sally Kornbluth, Research, School of Architecture and Planning, School of Engineering, School of Humanities Arts and Social Sciences, School of Science, Social justice, Space, Staff, Students, teaching, UncategorizedApril 29, 202438Views0Likes0Comments
In 2023, the Massachusetts Institute of Technology (MIT) saw numerous breakthroughs as well as several key events. Major happenings included the inauguration of President Sally Kornbluth, a commencement address by Mark Rober, and Professor Moungi Bawendi earning the Nobel Prize in Chemistry. Research advancements ranged from the study of a dying star consuming a planet to…

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Unfamiliar and complex sentences increase the workload on the brain’s language processing system.

Artificial Intelligence, Brain and cognitive sciences, Computer science and technology, Language, Machine learning, McGovern Institute, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, Neuroscience, Research, School of Engineering, School of Science, UncategorizedApril 29, 202444Views0Likes0Comments
Using an artificial language network, MIT neuroscientists have found that sentences with unusual grammar or unexpected meanings tend to strongly activate the brain's key language processing centers. In contrast, straightforward sentences cause only minimal engagement of these regions, as do nonsensical sequences of words. The researchers discovered this by analyzing how human participants' brain network…

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Best Beginner’s Courses in Artificial Intelligence (AI) for 2024

AI Shorts, Applications, Artificial Intelligence, Books, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 29, 202445Views0Likes0Comments
The rising interest in AI in recent years has inspired many to seek knowledge and skills in this domain. This article discusses some beginner-friendly AI courses for those aiming to shift their careers or enhance their abilities. Firstly, “Google AI for Anyone” is designed for beginners, introducing AI and its real-world applications like recommender systems…

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