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Formal Interaction Model (FIM): A mathematically driven machine learning model which articulates the mutual influence between AI systems and their users.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 21, 202439Views0Likes0Comments
Machine learning is the driving force behind data-driven, adaptive, and increasingly intelligent products and platforms. Algorithms of artificial intelligence (AI) systems, such as Content Recommender Systems (CRS), intertwine with users and content creators, in turn shaping viewer preferences and the available content on these platforms. However, the current design and evaluation methodologies of these AI systems…

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3 Methods to Operate Llama 3 on Your Personal Computer or Macintosh

AI Shorts, Applications, Artificial Intelligence, Tech News, Technology, UncategorizedApril 21, 202437Views0Likes0Comments
Numerous tools have been developed to facilitate the local operation of the powerful open-source language model, Llama 3 on your PC or Mac. Highlighted below are three compelling options that cater to different user needs and technical skills. The first method involves using Ollama. It's supported on MacOS, Ubuntu, and Windows (Preview version). To use this…

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Scientists at Stanford University are investigating Direct Preference Optimization (DPO), opening up fresh prospects in the field of machine learning and human feedback.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedApril 21, 202435Views0Likes0Comments
Exploring the interactions between reinforcement learning (RL) and large language models (LLMs) sheds light on an exciting area of computational linguistics. These models, largely enhanced by human feedback, show remarkable prowess in understanding and generating text that mirrors human conversation. Yet, they are always evolving to capture more subtle human preferences. The main challenge lies…

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“UT Austin’s ‘Inheritune’ Aids in Streamlined Language Model Training: Utilizing Inheritance and Minimized Data for Equivalent Performance”

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 21, 202437Views0Likes0Comments
Researchers at UT Austin have developed an effective and efficient method for training smaller language models (LM). Called "Inheritune," the method borrows transformer blocks from larger language models and trains the smaller model on a minuscule fraction of the original training data, resulting in a language model with 1.5 billion parameters using just 1 billion…

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‘Inheritune’ from UT Austin Aids in Streamlining Language Model Training: Utilizing Inheritance and Minimal Data for Similar Performance Outcomes.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 21, 202429Views0Likes0Comments
Scaling up language learning models (LLMs) involves substantial computational power and the need for high-density datasets. Language models typically make use of billions of parameters and are trained using datasets that contain trillions of tokens, making the process resource-intensive. A group of researchers from the University of Texas at Austin have found a solution. They’ve…

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Six Complimentary Google Courses on Artificial Intelligence (AI)

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 21, 202436Views0Likes0Comments
Six free artificial intelligence (AI) courses offered by Google provide a beginner's guide to exploring the realm of AI. These courses are designed to deliver fundamental concepts and practical applications in a comprehensive and manageable format, each estimated to take approximately 45 minutes for completion. On successful completion of each course, learners are rewarded with…

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Six Complimentary AI Courses Provided by Google

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 21, 202442Views0Likes0Comments
These six free artificial intelligence (AI) courses from Google provide a comprehensive pathway for beginners starting their journey into the AI world. They introduce key concepts and practical tools in a format that is easy to digest and understand. The first course, Introduction to Generative AI, gives an introductory overview of Generative AI. The course highlights…

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An adaptable approach to assist artists in enhancing animation.

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 21, 202440Views0Likes0Comments
MIT researchers have developed a new method to improve the control animators have over their animated characters. The technique involves the use of a mathematical function called Barycentric coordinates, that defines how both 2D and 3D elements can be manipulated in space. Unlike other techniques, this allows for more flexibility and leeway for creatives. An important…

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MIT experts have discovered a new category of potential antibiotics through the utilization of artificial intelligence.

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 21, 202439Views0Likes0Comments
MIT scientists have used a form of artificial intelligence (AI) known as deep learning to identify compounds that can eradicate a drug-resistant bacterium linked to over 10,000 annual deaths in the US. The researchers showed that the compounds can eliminate methicillin-resistant Staphylococcus aureus (MRSA) in lab and mouse models, with very low toxicity against human…

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Review of Media Coverage: Reflections on MIT 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 21, 202442Views0Likes0Comments
MIT had a groundbreaking year in 2023 with several remarkable achievements, from President Sally Kornbluth’s inauguration, Mark Rober’s inspirational Commencement address to Professor Moungi Bawendi clinching the Nobel Prize in Chemistry. The year saw MIT researchers making crucial contributions in areas of astrophysics, artificial intelligence, clean energy solutions, and medical diagnosis tools. Besides, promoting the…

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Introducing Briefer: A startup powered by AI, providing a platform similar to Jupyter Notebook. It assists data scientists in crafting analyses, visualizations, and data applications.

AI Startups, Editors Pick, Staff, Tech News, UncategorizedApril 21, 202446Views0Likes0Comments
The rapid progression of technology is revolutionizing the data analysis industry. Artificial Intelligence (AI) is poised to alter workflows swiftly, presenting prospects to automate functions and derive richer insights. Amid this shifting paradigm, Briefer, a cutting edge AI startup, has emerged. Heavily influenced by Notion's user-friendly interface, Briefer simplifies SQL and Python code execution, promotes collaborative…

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