AI Paper Summary

US Army Researchers Develop A New Framework For Collaborative Multi-Agent Reinforcement Learning Systems

Centralized learning for multi-agent systems highly depends on information-sharing mechanisms. However, there have not been significant studies within the research community in this domain. Army...

AI Researchers Including Yoshua Bengio, Introduce A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning

Human consciousness is an exceptional ability that enables us to generalize or adapt well to new situations and learn skills or new concepts efficiently....

Researchers From Technische Universität Berlin and the University Clinic of Freiburg Propose a New Modular System for Evaluating Robots and Humans Posture Control and...

Significant advancement in robotics in recent years has led to the development of remarkable robots with human-like capabilities, including humanoid robots, whose bodies structurally...

Researchers From Bangladesh University And UCLA Use AI To Develop A Framework (Text2App) To Create Android Apps From Text Descriptions

A team of Researchers at BUET (Bangladesh University of Engineering and Technology) and UCLA (University of California- Los Angeles) has created a framework that...

Google AI Introduces ByT5: Pre-Trained Byte-to-Byte Models for NLP Tasks

Google researcher’s new study suggests modifying the conventional transformer architecture to process byte sequences in natural language processing (NLP). The new competitive byte-level models...

Cornell University and NTT Research Introduce Physical Neural Networks (PNNs): A Universal Framework that Leverages a Backpropagation Algorithm for Arbitrary Physical Systems

DNNs (Deep neural networks) have proven to be of great use in solving various complex problems in image and speech recognition and NLP. DDNs...

CMU Researchers Propose RATT (Randomly Assign, Train and Track), A Method for Guaranteeing AI Model Generalization

The Approximately Correct Machine Intelligence (ACMI) Lab at Carnegie Mellon University (CMU) has published a paper on Randomly Assign, Train, and Track (RATT). RATT is an...

Microsoft’s ZeRO-Infinity Library Claims to Train 32 trillion Parameters Deep Learning Models On A Cluster of GPUs

In a recent announcement by Microsoft, it has been unveiled that an addition is being made to their open-source DeepSpeed, an AI training library...

UCSD Researchers Develop An Artificial Neuron Device That Could Reduce Energy Use and Size of Neural Network Hardware

Researchers at the University of California San Diego developed a novel artificial neuron device, with the help of which training neural networks to perform...

Facebook AI Demonstrates How The Power Of Transfer Learning Can Boost Code Autocompletion Accuracy By Over 50%

Autocompletion has become a handy and widely used tool in contemporary messaging and other writing tasks. It is also an essential feature of an...

Google’s Multitask Unified Model (MUM) Transforms How Google AI Understands Complex Queries

Google launches a Multitask Unified Model (MUM) that offers expert-like answers to user’s questions with fewer queries to complex tasks. With google search, one...

Facebook AI releases Dynaboard: A New Evaluation platform for NLP Models

Last year, Facebook AI released Dynabench, a platform that radically rethinks benchmarking in AI, starting with natural language processing (NLP) models. Going forward, they...

Snowflake AI Research Team Unveils Arctic: An Open-Source Enterprise-Grade Large Language Model (LLM) with...

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Snowflake AI Research has launched the Arctic, a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard...

Google DeepMind Releases RecurrentGemma: One of the Strongest 2B-Parameter Open Language Models Designed for...

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Language models are the backbone of modern artificial intelligence systems, enabling machines to understand and generate human-like text. These models, which process and predict...

Finally, the Wait is Over: Meta Unveils Llama 3, Pioneering a New Era in...

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Meta has revealed its latest large language model, the Meta Llama 3, which is a major breakthrough in the field of AI. This new model is not just...

TrueFoundry Releases Cognita: An Open-Source RAG Framework for Building Modular and Production-Ready Applications

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The field of artificial intelligence is rapidly evolving, and taking a prototype to production stage can be quite challenging. However, TrueFoundry has recently introduced a new...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

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