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ABodyBuilder3: An Expandable and Accurate Framework for Predicting the Structure of Antibodies

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedJune 9, 202468Views0Likes0Comments
Researchers from Exscientia and the University of Oxford have developed an advanced predictive model called ABodyBuilder3 for antibody structures. This new tool is key for creating monoclonal antibodies, which are integral in immune responses and therapeutic applications. The novel model improves upon the previous ABodyBuilder2 by enhancing the accuracy of predicting Complementarity Determining Region (CDR)…

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Top-tier Salesforce AI Classes on Artificial Intelligence

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 9, 202463Views0Likes0Comments
As companies are becoming increasingly dependent on Artificial Intelligence (AI) for efficiency, automation, and customization, learning AI has become pivotal. However, not everyone is an expert in the domain. Salesforce offers a series of short AI-training courses on its Trailhead platform to equip individuals with essential AI skills, promoting them towards new opportunities and career…

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Empowering individuals with challenges to harness the potential of AI.

Algorithms, Alumni/ae, Artificial Intelligence, Data, Innovation and Entrepreneurship (I&E), Machine learning, Media Lab, School of Architecture and Planning, Startups, UncategorizedJune 9, 202467Views0Likes0Comments
Founded by MIT graduates Karthik Dinakar and Birago Jones, Pienso is a platform that allows non-specialists to build machine-learning models to address societal issues. The idea stemmed from their 2010 study at MIT's Media Lab, where they developed a content moderation tool for companies like Twitter and YouTube. The innovation got companies excited and the…

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FusOn-pLM: Advancing Targeted Treatment for Oncoproteins Fusion via Improved Protein Language Modeling

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 9, 202470Views0Likes0Comments
Fusion oncoproteins, proteins formed by chromosome translocations, play a critical role in many cancers, especially those found in children. However, due to their large and disordered structures, they are difficult to target with traditional drug design methods. To tackle this challenge, researchers at Duke University have developed FusOn-pLM, a novel protein language model specifically tailored…

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A Complete Guide to Activities and Their Matching LLMs in the Current Artificial Intelligence AI Landscape.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 9, 202469Views0Likes0Comments
In the Artificial Intelligence (AI) world, the proper selection of Large Language Models (LLMs) is essential for maximizing efficiency and accuracy in various tasks. The following is a guide to choosing LLMs for several AI-related activities based on their specialized capabilities. For tasks demanding deep comprehension and interpretation of hard documents such as scientific papers,…

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Overcoming Linguistic Hurdles for Everyone: The Role of Minimal Gate-Based MoE Models in Closing the Divide in Neural Machine Translation

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 9, 202465Views0Likes0Comments
Machine translation, a critical aspect of natural language processing (NLP), is centered on the development of algorithms that translate text from one language to another. This technology is crucial for overcoming language barriers and fostering global communication. Neural machine translation (NMT) has in recent times gained advancements in improving translation accuracy and fluency, pushing the…

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Whisper WebGPU by OpenAI: An Immediate, In-browser Speech Perception feature.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 9, 202466Views0Likes0Comments
Whisper WebGPU, developed by a Hugging Face engineer known as 'Xenova,' is a revolutionary technology that employs OpenAI's Whisper model to facilitate real-time, in-browser speech recognition. This development reshapes our engagement with AI-led web applications. At the heart of Whisper WebGPU is the Whisper-base model, a sophisticated 73-million-parameter speech recognition model, specifically tailored for web inference.…

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DiffUCO: An Unsupervised Neural Network Optimization Framework based on Diffusion Model

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJune 9, 202472Views0Likes0Comments
Sampling from complex and high-dimensional target models, like the Boltzmann distribution, is critical in various spheres of science. Often, these models have to handle Combinatorial Optimization (CO) problems, which deal with finding the best solutions from a vast pool of possibilities. Sampling in such scenarios can get intricate due to the inherent challenge of obtaining…

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Integrating AI into the processes utilized by individuals facing challenges.

Algorithms, Alumni/ae, Artificial Intelligence, Data, Innovation and Entrepreneurship (I&E), Machine learning, Media Lab, School of Architecture and Planning, Startups, UncategorizedJune 9, 202466Views0Likes0Comments
Karthik Dinakar and Birago Jones, both MIT graduates, developed a tool facilitating social media content moderation as part of a class project in 2010. The project generated significant interest and was demonstrated at a White House cyberbullying summit. However, they initially struggled with their demo due to their unfamiliarity with teenage slang used in harmful…

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A fresh AI model has the potential to enhance efficiency in an automated warehouse operation.

Algorithms, Artificial Intelligence, Civil and environmental engineering, Computer science and technology, IDSS, Laboratory for Information and Decision Systems (LIDS), Machine learning, MIT Schwarzman College of Computing, Research, Robots, School of Engineering, UncategorizedJune 9, 202476Views0Likes0Comments
In an enormous robotic warehouse, hundreds of robots zip back and forth, picking up items and delivering them to human workers for packing and shipping. This is becoming an increasingly common scene in various industries, from e-commerce to automotive manufacturing. However, managing these large numbers of robots, ensuring they reach their destinations effectively, and avoiding…

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Zyphra Launches Zyda Dataset: An Open Language Modeling Dataset with 1.3 Trillion Tokens

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 8, 202470Views0Likes0Comments
Zyphra, a company specialized in data science, recently unveiled Zyda, a major 1.3 trillion-token open dataset for language modeling. The company claims that Zyda is set to revolutionize the norms of language model training and research by offering an unrivaled blend of size, quality, and accessibility. Zyda is a combination of many superior open datasets…

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