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Simplify the development of generative AI in Amazon Bedrock using Prompt Management and Prompt Flows (preliminary view).

Amazon Bedrock, Announcements, Artificial Intelligence, Generative AI, UncategorizedJuly 11, 202462Views0Likes0Comments
Amazon Bedrock is introducing two new features; Prompt Management and Prompt Flows. These tools are set to expedite the design, testing, and execution of generative Artificial Intelligence (AI) applications. Developers will be able to create more effective solutions, which will also be easier to maintain. As generative AI gains traction, many organizations are facing challenges in…

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The Covert Risk in AI Models: The Effect of a Space Character on Safety

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 10, 202458Views0Likes0Comments
Large Language Models (LLMs) are advanced Artificial Intelligence tools designed to understand, interpret, and respond to human language in a similar way to human speech. They are currently used in various areas such as customer service, mental health, and healthcare, due to their ability to interact directly with humans. However, recently, researchers from the National…

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HuggingFace users can now utilize Google Cloud TPUs.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 10, 202464Views0Likes0Comments
Artificial Intelligence (AI) projects require a high level of processing power to function efficiently and effectively. Traditional hardware often struggles to meet these demands, resulting in higher costs and longer processing times. This presents a significant challenge for developers and businesses that are seeking to harness the impact and potential of AI application. Previous options…

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Streamlined Ongoing Education for Pulse-Based Neural Networks Utilizing Time-Domain Compaction

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 10, 202462Views0Likes0Comments
AI integration into low-powered Internet of Things (IoT) devices such as microcontrollers has been enabled by advances in hardware and software. Holding back deployment of complex Artificial Neural Networks (ANNs) to these devices are constraints such as the need for techniques such as quantization and pruning. Shifts in data distribution between training and operational environments…

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Google DeepMind Presents JEST: An Enhanced AI Training Technique that is 13 Times Quicker and 10 Times More Energy Efficient

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 10, 202469Views0Likes0Comments
Data curation, particularly high-quality and efficient data curation, is crucial for large-scale pretraining models in vision, language, and multimodal learning performances. Current approaches often depend on manual curation, making it challenging to scale and expensive. An improvement to such scalability issues lies in model-based data curation that selects high-quality data based on training model features.…

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Plandex: A Dependable and Developer-Friendly AI Programming Assistant in Your Terminal

AI Agents, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 10, 202463Views0Likes0Comments
In the field of software development, large coding projects often come with their fair share of difficulties. Common problems include battling with unfamiliar technology, managing extensive backlogs, and spending significant time on repetitive tasks. Current tools and methods often fall short when it comes to efficiently handling these challenges, causing delays and frustration for developers. Existing…

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Using Deep Learning in the Engineering of Proteins: Creating Functional Soluble Proteins

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Deep Learning, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 10, 202458Views0Likes0Comments
Traditional protein design, which relies on physics-based methods like Rosetta can encounter difficulties in creating functional proteins due to parametric and symmetric constraints. Deep learning tools such as AlphaFold2 have revolutionized protein design by providing more accurate prediction abilities and the capacity to analyze large sequence spaces. With these advancements, more complex protein structures can…

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DoRM: A Method Inspired by the Brain for Generative Adaptation in Various Domains

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJuly 10, 202464Views0Likes0Comments
Generative Domain Adaptation (GDA) is a machine learning technique used to adapt a model trained in one domain (source) using a few examples from another domain (target). This is beneficial in situations where it is expensive or impractical to obtain substantial labeled data from the target domain. While existing GDA solutions focus on enhancing a…

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Does technology aid in boosting job opportunities or does it harm them?

Artificial Intelligence, Economics, History of science, Innovation and Entrepreneurship (I&E), Invention, Labor and jobs, Manufacturing, Research, School of Humanities Arts and Social Sciences, UncategorizedJuly 10, 202458Views0Likes0Comments
A detailed study by MIT economist David Autor and research team suggests that although new technology innovations have created new jobs since 1940, they have also replaced more jobs than created, particularly since 1980s. The study analyzed tens of thousands of U.S. census job categories in combination with an examination of the text of U.S.…

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Improve throughput by almost 2 times and decrease expenses by about 50% for generative AI inference on Amazon SageMaker using the innovative inference optimization toolkit – Segment 1.

Amazon SageMaker, Amazon SageMaker JumpStart, Announcements, Artificial Intelligence, UncategorizedJuly 10, 202459Views0Likes0Comments
Amazon SageMaker has released a new inference optimization toolkit, which significantly shortens the time it takes to enhance generative artificial intelligence (AI) models. The toolkit offers several optimization techniques that can be applied to AI models and validated in just a few simple steps, ultimately reducing costs and boosting performance. It uses methods such as…

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With the new inference optimization toolkit – part 2, increase your generative AI inference’s efficiency by up to 2 times on Amazon SageMaker while cutting down the expenses by almost 50%.

Amazon SageMaker, Amazon SageMaker JumpStart, Announcements, Artificial Intelligence, Generative AI, UncategorizedJuly 10, 202453Views0Likes0Comments
Amazon has launched an inference optimization toolkit as a feature of Amazon SageMaker to help speed up generative artificial intelligence (AI) operations. This tool allows businesses to balance cost-effectiveness and productivity with the use of various optimization techniques. It offers up to twice the throughput and reduces costs by up to 50% for AI models…

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Microsoft’s Detailed Four-Phase AI Training Process: Equipping Companies with Capabilities for Efficient AI Adoption and Creativity

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Tech News, Technology, UncategorizedJuly 10, 202453Views0Likes0Comments
Microsoft has launched a comprehensive AI learning journey designed to cater to various roles within an organization, from executives to developers. The four-stage program is aimed at equipping firms with the skills to integrate AI into their business operations, thereby enhancing productivity, innovation, and business transformation. The first stage, 'Understanding AI', builds a foundational knowledge of…

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