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Researchers from Zhejiang University have suggested Fuyou, a cost-effective deep learning training framework. This framework facilitates efficient fine-tuning of massive 100B models on servers with low-end GPUs and limited CPU memory capacity.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 16, 202469Views0Likes0Comments
Large language models (LLMs), exemplified by dense transformer models like GPT-2 and PaLM, have revolutionized natural language processing thanks to their vast number of parameters, leading to record levels of accuracy and essential roles in data management tasks. However, these models are incredibly large and power-intensive, overwhelming the capabilities of even the strongest Graphic Processing…

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Harnessing the Power of General Computer Control Using CRADLE: Navigating Digital Obstacles

AI Shorts, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 16, 202470Views0Likes0Comments
Artificial General Intelligence (AGI) advancement has been tied to successful interaction with complex scenarios and tasks using large multimodal models (LMMs) and advanced tools. In this process, one stumbling block is the difficulty of generalizing across different scenarios due to significant differences in observations and actions required across settings. Experts have proposed leveraging the General…

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Does Ongoing Learning Techniques Surpass Conventional Re-training in Extensive Language Models? This AI Study Reveals Effective Machine Learning Methods.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 16, 202466Views0Likes0Comments
Machine learning, in particular large language models (LLMs), is seeing rapid developments. To stay relevant and effective, LLMs, which support a range of applications from language translation to content creation, must be regularly updated with new data. Traditional methods of update, which involve retraining the models from scratch with each new dataset, are not only…

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Anthropic Unveils Claude 3 Haiku: The Quickest and Most Economically Efficient AI Model in Its Intellectual Category

Editors Pick, Staff, UncategorizedMarch 16, 202470Views0Likes0Comments
Anthropic, a research company, has announced the release of 'Claude 3 Haiku', the fastest and most cost-effective model in its AI intelligence class. Featuring advanced visual capabilities and superior performance, Haiku marks a significant development in AI technology and offers a flexible solution for a variety of enterprise applications. Performance is a key factor for data-driven…

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Google DeepMind presents SIMA: the inaugural universal artificial intelligence agent capable of understanding and executing instructions in natural language across various 3D virtual scenarios and video games.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 16, 202472Views0Likes0Comments
In an age defined by technological innovation, the race to perfect Artificial Intelligence (AI) capable of navigating and understanding three-dimensional environments mirroring human capabilities is on. The goal is to develop AI agents that can comprehend and execute complex instructions, thereby bridging the divide between human language and digital actions. In this arena of innovation,…

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Three Inquiries: Understanding the essentials of audio deepfakes.

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Electrical Engineering & Computer Science (eecs), Ethics, Interview, Machine learning, MIT Schwarzman College of Computing, Natural language processing, School of Engineering, Technology and society, UncategorizedMarch 16, 202474Views0Likes0Comments
Audio deepfakes, although often associated with unethical practices, have potential uses that can benefit society, suggests postdoc Nauman Dawalatabad in a Q&A with MIT News. He highlights the need for technology that protects sensitive information held within speech patterns, such as age, gender, and health conditions, stating that obscuring the speaker's identity in audio deepfakes…

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Apple has purchased the AI company DarwinAI, a move set to enhance Tim Cook’s AI ambitions.

AI News, Apple, Artificial Intelligence, DarwinAI, UncategorizedMarch 16, 202474Views0Likes0Comments
In a move that aligns with its AI focus, Apple has acquired DarwinAI, an AI-focused Canadian startup. The purchase of the startup, which is yet to be officially announced by Apple, purportedly occurred earlier this year. DarwinAI's strength lies in its development of AI systems for visual inspection of components during manufacturing processes. The company's…

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Apple acquires Canadian AI start-up to advance in generative AI.

AI race, Apple, Industry, UncategorizedMarch 16, 202478Views0Likes0Comments
Apple has discreetly acquired another artificial intelligence (AI) company, DarwinAI, a Canadian startup focused on computer vision and increasing the speed and efficiency of AI systems. Apple has been notably idle and secretive compared to other leading tech AI firms, shedding little light on potential AI initiatives in its product range. During Apple's Q1 earnings call,…

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Introducing Magika: A New AI-Driven Tool for File Type Identification Leveraging the Latest Deep Learning Technologies for Precise Detection.

AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 16, 202472Views0Likes0Comments
In today's digital age, accurately identifying file types is critical for security and safety. But with the growing complexity and variety of file formats, this task becomes increasingly challenging. The current solutions often lack precision and recall, leading to inaccuracies in file type detection. Addressing this challenge is Magika, a new tool powered by Artificial Intelligence…

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The researchers at Microsoft have suggested PRISE, an innovative approach in machine learning for assimilating multi-task temporal action abstractions. This new method leverages a unique link to the technique used in natural language processing.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMarch 16, 202468Views0Likes0Comments
Robotics have evolved significantly since its inception, with robots now being utilised across a myriad of industries, such as home monitoring, electronics, nanotechnology, and aerospace. Robots can process complex, high-dimensional data and determine the best possible actions. This is achieved through abstraction, which are condensed summaries of their observations and potential actions, allowing them to…

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Comparing Taipy and Streamlit: Identifying the Optimal Route to Develop Python Data and AI Web Applications Offering Multi-user Functionality, Large Data Handling Capabilities, and Responsive UI Design

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Promote, Sponsored, Staff, Taipy, Tech News, Technology, UncategorizedMarch 16, 202468Views0Likes0Comments
Taipy is a cutting-edge, open-source tool engineered to simplify the creation, management, and execution of data-driven pipelines with little coding. It has achieved a significant level of recognition within the open-source community, with over 7.2k Git Stars. It provides a solution for Python developers struggling with the development of production-quality web applications due to the…

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