​[[{“value”:” The dynamics of protein structures are crucial for understanding their functions and developing targeted drug treatments, particularly for cryptic binding sites. However, existing methods for generating conformational ensembles are plagued by inefficiencies or lack of generalizability to work beyond the systems they were trained… Read More »JAMUN: A Walk-Jump Sampling Model for Generating Ensembles of Molecular Conformations Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Artificial intelligence (AI) and machine learning (ML) revolve around building models capable of learning from data to perform tasks like language processing, image recognition, and making predictions. A significant aspect of AI research focuses on neural networks, particularly transformers. These models use attention mechanisms… Read More »Refined Local Learning Coefficients (rLLCs): A Novel Machine Learning Approach to Understanding the Development of Attention Heads in Transformers Nikhil Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Today, we’re pleased to announce the general availability (GA) of Amazon Bedrock Custom Model Import. This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. Whether leveraging fine-tuned models like Meta Llama, Mistral… Read More »Amazon Bedrock Custom Model Import now generally available Paras Mehra AWS Machine Learning Blog

​[[{“value”:” Generative AI adoption among various industries is revolutionizing different types of applications, including image editing. Image editing is used in various sectors, such as graphic designing, marketing, and social media. Users rely on specialized tools for editing images. Building a custom solution for this… Read More »Deploy a serverless web application to edit images using Amazon Bedrock Salman Ahmed AWS Machine Learning Blog

​[[{“value”:” Many organizations are building generative AI applications powered by large language models (LLMs) to boost productivity and build differentiated experiences. These LLMs are large and complex and deploying them requires powerful computing resources and results in high inference costs. For businesses and researchers with… Read More »Brilliant words, brilliant writing: Using AWS AI chips to quickly deploy Meta LLama 3-powered applications Zheng Zhang AWS Machine Learning Blog

​[[{“value”:” In Part 1 of this series, we explored best practices for creating accurate and reliable agents using Amazon Bedrock Agents. Amazon Bedrock Agents help you accelerate generative AI application development by orchestrating multistep tasks. Agents use the reasoning capability of foundation models (FMs) to… Read More »Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 2 Maira Ladeira Tanke AWS Machine Learning Blog

​[[{“value”:” Artificial intelligence is advancing rapidly, but enterprises face many obstacles when trying to leverage AI effectively. Organizations require models that are adaptable, secure, and capable of understanding domain-specific contexts while also maintaining compliance and privacy standards. Traditional AI models often struggle with delivering such… Read More »IBM Releases Granite 3.0 2B and 8B AI Models for AI Enterprises Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Model Predictive Control (MPC), or receding horizon control, aims to maximize an objective function over a planning horizon by leveraging a dynamics model and a planner to select actions. The flexibility of MPC allows it to adapt to novel reward functions at test time,… Read More »Google DeepMind Introduces Diffusion Model Predictive Control (D-MPC): Combining Multi-Step Action Proposals and Dynamics Models Using Diffusion Models for Online MPC Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Home Table of Contents Predictive Maintenance Using Isolation Forest What Is Predictive Maintenance? And Why Anomaly Detection? Predictive Maintenance Predictive Maintenance as Anomaly Detection The Isolation Forest Algorithm Isolation Trees Anomaly Score Building the Forest Implementing Predictive Maintenance Using Isolation Forest Setup and Data… Read More »Predictive Maintenance Using Isolation Forest Puneet Mangla PyImageSearch