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Using data to make improved decisions.

Abdul Latif Jameel Poverty Action Lab (J-PAL), Algorithms, Artificial Intelligence, Behavior, Behavioral economics, Business and management, Classes and programs, Data, Economics, Electrical Engineering & Computer Science (eecs), Health care, Health sciences and technology, Industry, Leadership, Machine learning, MIT Schwarzman College of Computing, School of Engineering, School of Humanities Arts and Social Sciences, Technology and policy, UncategorizedJune 7, 202441Views0Likes0Comments

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The Fine Line between Aid and Interference: Insights from Informatics on Healthcare AI

Artificial Intelligence, Clinical Decision Support, Clinical Workflow, UncategorizedJune 7, 202438Views0Likes0Comments
Artificial Intelligence (AI) is increasingly being integrated into healthcare, promising enhanced efficiency and improved patient care. Employed more as a supplement rather than a substitute to human decision-making, AI in healthcare serves multiple functions ranging from alerts integrated in electronic medical records (EMRs), to advanced large language models (LLMs) capable of making highly accurate clinical…

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Matrices of Quantized Eigenvectors for Second-Order Optimization of 4-bit Deep Learning Networks

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 7, 202433Views0Likes0Comments
Deep neural networks (DNNs) have found widespread success across various fields. This success can be attributed to first-order optimizers such as stochastic gradient descent with momentum (SGDM) and AdamW. However, these methods encounter challenges in efficiently training large-scale models. As an alternative, second-order optimizers like K-FAC, Shampoo, AdaBK, and Sophia have demonstrated superior convergence properties,…

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Develop RAG applications with Jina Embeddings v2 on Amazon SageMaker JumpStart

Amazon SageMaker, Amazon SageMaker JumpStart, Announcements, Artificial Intelligence, UncategorizedJune 7, 202438Views0Likes0Comments
Jina AI has developed a new artificial intelligence (AI) model called Jina Embeddings v2 which is now available to customers through Amazon's SageMaker JumpStart. This model allows users to deploy machine learning (ML) solutions with just a few clicks. The model supports a context length of up to 8,192 tokens and can be used in…

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Introducing Tsinghua University’s GLM-4-9B-Chat-1M: A Remarkable Language Model Competing Against GPT 4V, Gemini Pro (focused on vision), Mistral and Llama 3 8B.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedJune 6, 202432Views0Likes0Comments
Tsinghua University's Knowledge Engineering Group (KEG) has introduced GLM-4 9B, an innovative, open-source language model that surpasses other models like GPT-4 and Gemini in different benchmark tests. Developed by the Tsinghua Deep Model (THUDM) team, GLM-4 9B signals an important development in the sphere of natural language processing. At its core, GLM-4 9B is a colossal…

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